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BibTeX records: Mateusz Malinowski
@inproceedings{DBLP:conf/cvpr/HudsonZMLJMMHL24, author = {Drew A. Hudson and Daniel Zoran and Mateusz Malinowski and Andrew K. Lampinen and Andrew Jaegle and James L. McClelland and Loic Matthey and Felix Hill and Alexander Lerchner}, title = {{SODA:} Bottleneck Diffusion Models for Representation Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {23115--23127}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.02181}, doi = {10.1109/CVPR52733.2024.02181}, timestamp = {Sun, 19 Jan 2025 13:39:05 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/HudsonZMLJMMHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-03877, author = {Spyridon Mouselinos and Henryk Michalewski and Mateusz Malinowski}, title = {Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models}, journal = {CoRR}, volume = {abs/2402.03877}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.03877}, doi = {10.48550/ARXIV.2402.03877}, eprinttype = {arXiv}, eprint = {2402.03877}, timestamp = {Mon, 12 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-03877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/NashCWBJMB23, author = {Charlie Nash and Jo{\~{a}}o Carreira and Jacob C. Walker and Iain Barr and Andrew Jaegle and Mateusz Malinowski and Peter W. Battaglia}, title = {Transframer: Arbitrary Frame Prediction with Generative Models}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=OJtYpdiHNo}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/NashCWBJMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/MouselinosMM23, author = {Spyridon Mouselinos and Mateusz Malinowski and Henryk Michalewski}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {A Simple, Yet Effective Approach to Finding Biases in Code Generation}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {11299--11329}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.718}, doi = {10.18653/V1/2023.FINDINGS-ACL.718}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/MouselinosMM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PatrauceanS0RMB23, author = {Viorica Patraucean and Lucas Smaira and Ankush Gupta and Adri{\`{a}} Recasens and Larisa Markeeva and Dylan Banarse and Skanda Koppula and Joseph Heyward and Mateusz Malinowski and Yi Yang and Carl Doersch and Tatiana Matejovicova and Yury Sulsky and Antoine Miech and Alexandre Fr{\'{e}}chette and Hanna Klimczak and Raphael Koster and Junlin Zhang and Stephanie Winkler and Yusuf Aytar and Simon Osindero and Dima Damen and Andrew Zisserman and Jo{\~{a}}o Carreira}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Perception Test: {A} Diagnostic Benchmark for Multimodal Video Models}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8540fba4abdc7f9f7a7b1cc6cd60e409-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/PatrauceanS0RMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-13786, author = {Viorica Patraucean and Lucas Smaira and Ankush Gupta and Adri{\`{a}} Recasens Continente and Larisa Markeeva and Dylan Banarse and Skanda Koppula and Joseph Heyward and Mateusz Malinowski and Yi Yang and Carl Doersch and Tatiana Matejovicova and Yury Sulsky and Antoine Miech and Alexandre Fr{\'{e}}chette and Hanna Klimczak and Raphael Koster and Junlin Zhang and Stephanie Winkler and Yusuf Aytar and Simon Osindero and Dima Damen and Andrew Zisserman and Jo{\~{a}}o Carreira}, title = {Perception Test: {A} Diagnostic Benchmark for Multimodal Video Models}, journal = {CoRR}, volume = {abs/2305.13786}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.13786}, doi = {10.48550/ARXIV.2305.13786}, eprinttype = {arXiv}, eprint = {2305.13786}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-13786.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-17901, author = {Drew A. Hudson and Daniel Zoran and Mateusz Malinowski and Andrew K. Lampinen and Andrew Jaegle and James L. McClelland and Loic Matthey and Felix Hill and Alexander Lerchner}, title = {{SODA:} Bottleneck Diffusion Models for Representation Learning}, journal = {CoRR}, volume = {abs/2311.17901}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.17901}, doi = {10.48550/ARXIV.2311.17901}, eprinttype = {arXiv}, eprint = {2311.17901}, timestamp = {Tue, 05 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-17901.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/WilesCBZM22, author = {Olivia Wiles and Jo{\~{a}}o Carreira and Iain Barr and Andrew Zisserman and Mateusz Malinowski}, editor = {Lei Wang and Juergen Gall and Tat{-}Jun Chin and Imari Sato and Rama Chellappa}, title = {Compressed Vision for Efficient Video Understanding}, booktitle = {Computer Vision - {ACCV} 2022 - 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {13847}, pages = {679--695}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-26293-7\_40}, doi = {10.1007/978-3-031-26293-7\_40}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/WilesCBZM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccrea/MirowskiBMOF22, author = {Piotr Mirowski and Dylan Banarse and Mateusz Malinowski and Simon Osindero and Chrisantha Fernando}, editor = {Maria M. Hedblom and Anna Aurora Kantosalo and Roberto Confalonieri and Oliver Kutz and Tony Veale}, title = {{CLIP-CLOP:} CLIP-Guided Collage and Photomontage}, booktitle = {Proceedings of the 13th International Conference on Computational Creativity, {ICCC} 2022, Bozen-Bolzano, Italy, June 27 - July 1, 2022}, pages = {190--194}, publisher = {Association for Computational Creativity {(ACC)}}, year = {2022}, url = {https://computationalcreativity.net/iccc22/papers/ICCC-2022\_paper\_104.pdf}, timestamp = {Thu, 13 Feb 2025 16:56:42 +0100}, biburl = {https://dblp.org/rec/conf/icccrea/MirowskiBMOF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FranzmeyerMH22, author = {Tim Franzmeyer and Mateusz Malinowski and Jo{\~{a}}o F. Henriques}, title = {Learning Altruistic Behaviours in Reinforcement Learning without External Rewards}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=KxbhdyiPHE}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/FranzmeyerMH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MouselinosMM22, author = {Spyridon Mouselinos and Henryk Michalewski and Mateusz Malinowski}, title = {Measuring CLEVRness: Black-box Testing of Visual Reasoning Models}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=UtGtoS4CYU}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MouselinosMM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HawthorneJCBNMD22, author = {Curtis Hawthorne and Andrew Jaegle and Catalina Cangea and Sebastian Borgeaud and Charlie Nash and Mateusz Malinowski and Sander Dieleman and Oriol Vinyals and Matthew M. Botvinick and Ian Simon and Hannah Sheahan and Neil Zeghidour and Jean{-}Baptiste Alayrac and Jo{\~{a}}o Carreira and Jesse H. Engel}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {General-purpose, long-context autoregressive modeling with Perceiver {AR}}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {8535--8558}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/hawthorne22a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HawthorneJCBNMD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CornelisseRBMK22, author = {Daphne Cornelisse and Thomas Rood and Yoram Bachrach and Mateusz Malinowski and Tal Kachman}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/a38df2dd882bf7059a1914dd5547af87-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CornelisseRBMK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-07765, author = {Curtis Hawthorne and Andrew Jaegle and Catalina Cangea and Sebastian Borgeaud and Charlie Nash and Mateusz Malinowski and Sander Dieleman and Oriol Vinyals and Matthew M. Botvinick and Ian Simon and Hannah Sheahan and Neil Zeghidour and Jean{-}Baptiste Alayrac and Jo{\~{a}}o Carreira and Jesse H. Engel}, title = {General-purpose, long-context autoregressive modeling with Perceiver {AR}}, journal = {CoRR}, volume = {abs/2202.07765}, year = {2022}, url = {https://arxiv.org/abs/2202.07765}, eprinttype = {arXiv}, eprint = {2202.07765}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-07765.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-12162, author = {Spyridon Mouselinos and Henryk Michalewski and Mateusz Malinowski}, title = {Measuring CLEVRness: Blackbox testing of Visual Reasoning Models}, journal = {CoRR}, volume = {abs/2202.12162}, year = {2022}, url = {https://arxiv.org/abs/2202.12162}, eprinttype = {arXiv}, eprint = {2202.12162}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-12162.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-09494, author = {Charlie Nash and Jo{\~{a}}o Carreira and Jacob C. Walker and Iain Barr and Andrew Jaegle and Mateusz Malinowski and Peter W. Battaglia}, title = {Transframer: Arbitrary Frame Prediction with Generative Models}, journal = {CoRR}, volume = {abs/2203.09494}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.09494}, doi = {10.48550/ARXIV.2203.09494}, eprinttype = {arXiv}, eprint = {2203.09494}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-09494.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-03146, author = {Piotr Mirowski and Dylan Banarse and Mateusz Malinowski and Simon Osindero and Chrisantha Fernando}, title = {{CLIP-CLOP:} CLIP-Guided Collage and Photomontage}, journal = {CoRR}, volume = {abs/2205.03146}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.03146}, doi = {10.48550/ARXIV.2205.03146}, eprinttype = {arXiv}, eprint = {2205.03146}, timestamp = {Wed, 11 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-03146.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-08798, author = {Daphne Cornelisse and Thomas Rood and Mateusz Malinowski and Yoram Bachrach and Tal Kachman}, title = {Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members}, journal = {CoRR}, volume = {abs/2208.08798}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.08798}, doi = {10.48550/ARXIV.2208.08798}, eprinttype = {arXiv}, eprint = {2208.08798}, timestamp = {Mon, 22 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-08798.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-02995, author = {Olivia Wiles and Jo{\~{a}}o Carreira and Iain Barr and Andrew Zisserman and Mateusz Malinowski}, title = {Compressed Vision for Efficient Video Understanding}, journal = {CoRR}, volume = {abs/2210.02995}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.02995}, doi = {10.48550/ARXIV.2210.02995}, eprinttype = {arXiv}, eprint = {2210.02995}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-02995.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00609, author = {Spyridon Mouselinos and Mateusz Malinowski and Henryk Michalewski}, title = {A Simple, Yet Effective Approach to Finding Biases in Code Generation}, journal = {CoRR}, volume = {abs/2211.00609}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00609}, doi = {10.48550/ARXIV.2211.00609}, eprinttype = {arXiv}, eprint = {2211.00609}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00609.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/PiekosMM20, author = {Piotr Piekos and Mateusz Malinowski and Henryk Michalewski}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning}, booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers), Virtual Event, August 1-6, 2021}, pages = {383--394}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.acl-short.49}, doi = {10.18653/V1/2021.ACL-SHORT.49}, timestamp = {Mon, 09 Aug 2021 16:25:37 +0200}, biburl = {https://dblp.org/rec/conf/acl/PiekosMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/MalinowskiVSPC21, author = {Mateusz Malinowski and Dimitrios Vytiniotis and Grzegorz Swirszcz and Viorica Patraucean and Jo{\~{a}}o Carreira}, title = {Gradient Forward-Propagation for Large-Scale Temporal Video Modelling}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {9249--9259}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Malinowski\_Gradient\_Forward-Propagation\_for\_Large-Scale\_Temporal\_Video\_Modelling\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00913}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/MalinowskiVSPC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/RecasensLAWSTMP21, author = {Adri{\`{a}} Recasens and Pauline Luc and Jean{-}Baptiste Alayrac and Luyu Wang and Florian Strub and Corentin Tallec and Mateusz Malinowski and Viorica Patraucean and Florent Altch{\'{e}} and Michal Valko and Jean{-}Bastien Grill and A{\"{a}}ron van den Oord and Andrew Zisserman}, title = {Broaden Your Views for Self-Supervised Video Learning}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {1235--1245}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00129}, doi = {10.1109/ICCV48922.2021.00129}, timestamp = {Fri, 03 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/RecasensLAWSTMP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/HajipourMF21, author = {Hossein Hajipour and Mateusz Malinowski and Mario Fritz}, editor = {Michael Kamp and Irena Koprinska and Adrien Bibal and Tassadit Bouadi and Beno{\^{\i}}t Fr{\'{e}}nay and Luis Gal{\'{a}}rraga and Jos{\'{e}} Oramas and Linara Adilova and Yamuna Krishnamurthy and Bo Kang and Christine Largeron and Jefrey Lijffijt and Tiphaine Viard and Pascal Welke and Massimiliano Ruocco and Erlend Aune and Claudio Gallicchio and Gregor Schiele and Franz Pernkopf and Michaela Blott and Holger Fr{\"{o}}ning and G{\"{u}}nther Schindler and Riccardo Guidotti and Anna Monreale and Salvatore Rinzivillo and Przemyslaw Biecek and Eirini Ntoutsi and Mykola Pechenizkiy and Bodo Rosenhahn and Christopher L. Buckley and Daniela Cialfi and Pablo Lanillos and Maxwell Ramstead and Tim Verbelen and Pedro M. Ferreira and Giuseppina Andresini and Donato Malerba and Ib{\'{e}}ria Medeiros and Philippe Fournier{-}Viger and M. Saqib Nawaz and Sebasti{\'{a}}n Ventura and Meng Sun and Min Zhou and Valerio Bitetta and Ilaria Bordino and Andrea Ferretti and Francesco Gullo and Giovanni Ponti and Lorenzo Severini and Rita P. Ribeiro and Jo{\~{a}}o Gama and Ricard Gavald{\`{a}} and Lee Cooper and Naghmeh Ghazaleh and Jonas Richiardi and Damian Roqueiro and Diego Saldana Miranda and Konstantinos Sechidis and Guilherme Gra{\c{c}}a}, title = {IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural Program Synthesis}, booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual Event, September 13-17, 2021, Proceedings, Part {II}}, series = {Communications in Computer and Information Science}, volume = {1525}, pages = {143--157}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-93733-1\_10}, doi = {10.1007/978-3-030-93733-1\_10}, timestamp = {Thu, 05 Dec 2024 16:40:42 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/HajipourMF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-16559, author = {Adri{\`{a}} Recasens and Pauline Luc and Jean{-}Baptiste Alayrac and Luyu Wang and Florian Strub and Corentin Tallec and Mateusz Malinowski and Viorica Patraucean and Florent Altch{\'{e}} and Michal Valko and Jean{-}Bastien Grill and A{\"{a}}ron van den Oord and Andrew Zisserman}, title = {Broaden Your Views for Self-Supervised Video Learning}, journal = {CoRR}, volume = {abs/2103.16559}, year = {2021}, url = {https://arxiv.org/abs/2103.16559}, eprinttype = {arXiv}, eprint = {2103.16559}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-16559.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-03921, author = {Piotr Piekos and Henryk Michalewski and Mateusz Malinowski}, title = {Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning}, journal = {CoRR}, volume = {abs/2106.03921}, year = {2021}, url = {https://arxiv.org/abs/2106.03921}, eprinttype = {arXiv}, eprint = {2106.03921}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-03921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08318, author = {Mateusz Malinowski and Dimitrios Vytiniotis and Grzegorz Swirszcz and Viorica Patraucean and Jo{\~{a}}o Carreira}, title = {Gradient Forward-Propagation for Large-Scale Temporal Video Modelling}, journal = {CoRR}, volume = {abs/2106.08318}, year = {2021}, url = {https://arxiv.org/abs/2106.08318}, eprinttype = {arXiv}, eprint = {2106.08318}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08318.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-09598, author = {Tim Franzmeyer and Mateusz Malinowski and Jo{\~{a}}o F. Henriques}, title = {Learning Altruistic Behaviours in Reinforcement Learning without External Rewards}, journal = {CoRR}, volume = {abs/2107.09598}, year = {2021}, url = {https://arxiv.org/abs/2107.09598}, eprinttype = {arXiv}, eprint = {2107.09598}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-09598.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HermannMMBAH20, author = {Karl Moritz Hermann and Mateusz Malinowski and Piotr Mirowski and Andras Banki{-}Horvath and Keith Anderson and Raia Hadsell}, title = {Learning to Follow Directions in Street View}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {11773--11781}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i07.6849}, doi = {10.1609/AAAI.V34I07.6849}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HermannMMBAH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SigurdssonANSMC20, author = {Gunnar A. Sigurdsson and Jean{-}Baptiste Alayrac and Aida Nematzadeh and Lucas Smaira and Mateusz Malinowski and Jo{\~{a}}o Carreira and Phil Blunsom and Andrew Zisserman}, title = {Visual Grounding in Video for Unsupervised Word Translation}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {10847--10856}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Sigurdsson\_Visual\_Grounding\_in\_Video\_for\_Unsupervised\_Word\_Translation\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.01086}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SigurdssonANSMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/MalinowskiSCP20, author = {Mateusz Malinowski and Grzegorz Swirszcz and Jo{\~{a}}o Carreira and Viorica Patraucean}, title = {Sideways: Depth-Parallel Training of Video Models}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {11831--11840}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Malinowski\_Sideways\_Depth-Parallel\_Training\_of\_Video\_Models\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.01185}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/MalinowskiSCP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-06232, author = {Mateusz Malinowski and Grzegorz Swirszcz and Jo{\~{a}}o Carreira and Viorica Patraucean}, title = {Sideways: Depth-Parallel Training of Video Models}, journal = {CoRR}, volume = {abs/2001.06232}, year = {2020}, url = {https://arxiv.org/abs/2001.06232}, eprinttype = {arXiv}, eprint = {2001.06232}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-06232.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-05078, author = {Gunnar A. Sigurdsson and Jean{-}Baptiste Alayrac and Aida Nematzadeh and Lucas Smaira and Mateusz Malinowski and Jo{\~{a}}o Carreira and Phil Blunsom and Andrew Zisserman}, title = {Visual Grounding in Video for Unsupervised Word Translation}, journal = {CoRR}, volume = {abs/2003.05078}, year = {2020}, url = {https://arxiv.org/abs/2003.05078}, eprinttype = {arXiv}, eprint = {2003.05078}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-05078.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10720, author = {Hossein Hajipour and Mateusz Malinowski and Mario Fritz}, title = {IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis}, journal = {CoRR}, volume = {abs/2006.10720}, year = {2020}, url = {https://arxiv.org/abs/2006.10720}, eprinttype = {arXiv}, eprint = {2006.10720}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10720.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GulcehreDMRPHBB19, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Misha Denil and Mateusz Malinowski and Ali Razavi and Razvan Pascanu and Karl Moritz Hermann and Peter W. Battaglia and Victor Bapst and David Raposo and Adam Santoro and Nando de Freitas}, title = {Hyperbolic Attention Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rJxHsjRqFQ}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GulcehreDMRPHBB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FawziMFF19, author = {Alhussein Fawzi and Mateusz Malinowski and Hamza Fawzi and Omar Fawzi}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Learning dynamic polynomial proofs}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {4181--4190}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/149815eb972b3c370dee3b89d645ae14-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FawziMFF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-00401, author = {Karl Moritz Hermann and Mateusz Malinowski and Piotr Mirowski and Andras Banki{-}Horvath and Keith Anderson and Raia Hadsell}, title = {Learning To Follow Directions in Street View}, journal = {CoRR}, volume = {abs/1903.00401}, year = {2019}, url = {http://arxiv.org/abs/1903.00401}, eprinttype = {arXiv}, eprint = {1903.00401}, timestamp = {Sat, 30 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-00401.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-01292, author = {Piotr Mirowski and Andras Banki{-}Horvath and Keith Anderson and Denis Teplyashin and Karl Moritz Hermann and Mateusz Malinowski and Matthew Koichi Grimes and Karen Simonyan and Koray Kavukcuoglu and Andrew Zisserman and Raia Hadsell}, title = {The StreetLearn Environment and Dataset}, journal = {CoRR}, volume = {abs/1903.01292}, year = {2019}, url = {http://arxiv.org/abs/1903.01292}, eprinttype = {arXiv}, eprint = {1903.01292}, timestamp = {Sat, 30 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-01292.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-01681, author = {Alhussein Fawzi and Mateusz Malinowski and Hamza Fawzi and Omar Fawzi}, title = {Learning dynamic polynomial proofs}, journal = {CoRR}, volume = {abs/1906.01681}, year = {2019}, url = {http://arxiv.org/abs/1906.01681}, eprinttype = {arXiv}, eprint = {1906.01681}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BhattacharyyaMS18, author = {Apratim Bhattacharyya and Mateusz Malinowski and Bernt Schiele and Mario Fritz}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Long-Term Image Boundary Prediction}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {2720--2729}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11811}, doi = {10.1609/AAAI.V32I1.11811}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BhattacharyyaMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MalinowskiDSB18, author = {Mateusz Malinowski and Carl Doersch and Adam Santoro and Peter W. Battaglia}, editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss}, title = {Learning Visual Question Answering by Bootstrapping Hard Attention}, booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {11210}, pages = {3--20}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01231-1\_1}, doi = {10.1007/978-3-030-01231-1\_1}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MalinowskiDSB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/WagnerBS0MFL18, author = {Misha Wagner and Hector Basevi and Rakshith Shetty and Wenbin Li and Mateusz Malinowski and Mario Fritz and Ales Leonardis}, editor = {Laura Leal{-}Taix{\'{e}} and Stefan Roth}, title = {Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions}, booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September 8-14, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11129}, pages = {521--537}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-11009-3\_32}, doi = {10.1007/978-3-030-11009-3\_32}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/WagnerBS0MFL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MirowskiGMHATSK18, author = {Piotr Mirowski and Matthew Koichi Grimes and Mateusz Malinowski and Karl Moritz Hermann and Keith Anderson and Denis Teplyashin and Karen Simonyan and Koray Kavukcuoglu and Andrew Zisserman and Raia Hadsell}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Learning to Navigate in Cities Without a Map}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {2424--2435}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/e034fb6b66aacc1d48f445ddfb08da98-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MirowskiGMHATSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-00168, author = {Piotr Mirowski and Matthew Koichi Grimes and Mateusz Malinowski and Karl Moritz Hermann and Keith Anderson and Denis Teplyashin and Karen Simonyan and Koray Kavukcuoglu and Andrew Zisserman and Raia Hadsell}, title = {Learning to Navigate in Cities Without a Map}, journal = {CoRR}, volume = {abs/1804.00168}, year = {2018}, url = {http://arxiv.org/abs/1804.00168}, eprinttype = {arXiv}, eprint = {1804.00168}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-00168.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-09786, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Misha Denil and Mateusz Malinowski and Ali Razavi and Razvan Pascanu and Karl Moritz Hermann and Peter W. Battaglia and Victor Bapst and David Raposo and Adam Santoro and Nando de Freitas}, title = {Hyperbolic Attention Networks}, journal = {CoRR}, volume = {abs/1805.09786}, year = {2018}, url = {http://arxiv.org/abs/1805.09786}, eprinttype = {arXiv}, eprint = {1805.09786}, timestamp = {Wed, 24 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-09786.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01261, author = {Peter W. Battaglia and Jessica B. Hamrick and Victor Bapst and Alvaro Sanchez{-}Gonzalez and Vin{\'{\i}}cius Flores Zambaldi and Mateusz Malinowski and Andrea Tacchetti and David Raposo and Adam Santoro and Ryan Faulkner and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and H. Francis Song and Andrew J. Ballard and Justin Gilmer and George E. Dahl and Ashish Vaswani and Kelsey R. Allen and Charles Nash and Victoria Langston and Chris Dyer and Nicolas Heess and Daan Wierstra and Pushmeet Kohli and Matthew M. Botvinick and Oriol Vinyals and Yujia Li and Razvan Pascanu}, title = {Relational inductive biases, deep learning, and graph networks}, journal = {CoRR}, volume = {abs/1806.01261}, year = {2018}, url = {http://arxiv.org/abs/1806.01261}, eprinttype = {arXiv}, eprint = {1806.01261}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01261.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-00300, author = {Mateusz Malinowski and Carl Doersch and Adam Santoro and Peter W. Battaglia}, title = {Learning Visual Question Answering by Bootstrapping Hard Attention}, journal = {CoRR}, volume = {abs/1808.00300}, year = {2018}, url = {http://arxiv.org/abs/1808.00300}, eprinttype = {arXiv}, eprint = {1808.00300}, timestamp = {Wed, 24 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-00300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-03707, author = {Misha Wagner and Hector Basevi and Rakshith Shetty and Wenbin Li and Mateusz Malinowski and Mario Fritz and Ales Leonardis}, title = {Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions}, journal = {CoRR}, volume = {abs/1809.03707}, year = {2018}, url = {http://arxiv.org/abs/1809.03707}, eprinttype = {arXiv}, eprint = {1809.03707}, timestamp = {Tue, 13 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-03707.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-04482, author = {Mateusz Malinowski and Carl Doersch}, title = {The Visual {QA} Devil in the Details: The Impact of Early Fusion and Batch Norm on {CLEVR}}, journal = {CoRR}, volume = {abs/1809.04482}, year = {2018}, url = {http://arxiv.org/abs/1809.04482}, eprinttype = {arXiv}, eprint = {1809.04482}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-04482.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-07802, author = {Julien P{\'{e}}rolat and Mateusz Malinowski and Bilal Piot and Olivier Pietquin}, title = {Playing the Game of Universal Adversarial Perturbations}, journal = {CoRR}, volume = {abs/1809.07802}, year = {2018}, url = {http://arxiv.org/abs/1809.07802}, eprinttype = {arXiv}, eprint = {1809.07802}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-07802.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-00898, author = {Aishwarya Agrawal and Mateusz Malinowski and Felix Hill and S. M. Ali Eslami and Oriol Vinyals and Tejas Kulkarni}, title = {Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning}, journal = {CoRR}, volume = {abs/1812.00898}, year = {2018}, url = {http://arxiv.org/abs/1812.00898}, eprinttype = {arXiv}, eprint = {1812.00898}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-00898.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Malinowski17, author = {Mateusz Malinowski}, title = {Towards holistic machines: From visual recognition to question answering about real-world images}, school = {Saarland University, Saarbr{\"{u}}cken, Germany}, year = {2017}, url = {http://scidok.sulb.uni-saarland.de/volltexte/2017/6897/}, urn = {urn:nbn:de:bsz:291-scidok-68978}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Malinowski17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/MalinowskiRF17, author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz}, title = {Ask Your Neurons: {A} Deep Learning Approach to Visual Question Answering}, journal = {Int. J. Comput. Vis.}, volume = {125}, number = {1-3}, pages = {110--135}, year = {2017}, url = {https://doi.org/10.1007/s11263-017-1038-2}, doi = {10.1007/S11263-017-1038-2}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/MalinowskiRF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SantoroRBMPBL17, author = {Adam Santoro and David Raposo and David G. T. Barrett and Mateusz Malinowski and Razvan Pascanu and Peter W. Battaglia and Tim Lillicrap}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {A simple neural network module for relational reasoning}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {4967--4976}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/e6acf4b0f69f6f6e60e9a815938aa1ff-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/SantoroRBMPBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SantoroRBMPBL17, author = {Adam Santoro and David Raposo and David G. T. Barrett and Mateusz Malinowski and Razvan Pascanu and Peter W. Battaglia and Timothy P. Lillicrap}, title = {A simple neural network module for relational reasoning}, journal = {CoRR}, volume = {abs/1706.01427}, year = {2017}, url = {http://arxiv.org/abs/1706.01427}, eprinttype = {arXiv}, eprint = {1706.01427}, timestamp = {Wed, 24 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SantoroRBMPBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/MalinowskiMF16, author = {Mateusz Malinowski and Ashkan Mokarian and Mario Fritz}, editor = {Richard C. Wilson and Edwin R. Hancock and William A. P. Smith}, title = {Mean Box Pooling: {A} Rich Image Representation and Output Embedding for the Visual Madlibs Task}, booktitle = {Proceedings of the British Machine Vision Conference 2016, {BMVC} 2016, York, UK, September 19-22, 2016}, publisher = {{BMVA} Press}, year = {2016}, url = {https://bmva-archive.org.uk/bmvc/2016/papers/paper111/index.html}, timestamp = {Fri, 20 Sep 2024 10:02:52 +0200}, biburl = {https://dblp.org/rec/conf/bmvc/MalinowskiMF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AkataMFS16, author = {Zeynep Akata and Mateusz Malinowski and Mario Fritz and Bernt Schiele}, title = {Multi-cue Zero-Shot Learning with Strong Supervision}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {59--68}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.14}, doi = {10.1109/CVPR.2016.14}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/AkataMFS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/ChowdhuryMBF16, author = {Sreyasi Nag Chowdhury and Mateusz Malinowski and Andreas Bulling and Mario Fritz}, editor = {John R. Kender and John R. Smith and Jiebo Luo and Susanne Boll and Winston H. Hsu}, title = {Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries}, booktitle = {Proceedings of the 2016 {ACM} on International Conference on Multimedia Retrieval, {ICMR} 2016, New York, New York, USA, June 6-9, 2016}, pages = {243--247}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2911996.2912044}, doi = {10.1145/2911996.2912044}, timestamp = {Sun, 19 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mir/ChowdhuryMBF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChowdhuryMBF16, author = {Sreyasi Nag Chowdhury and Mateusz Malinowski and Andreas Bulling and Mario Fritz}, title = {Contextual Media Retrieval Using Natural Language Queries}, journal = {CoRR}, volume = {abs/1602.04983}, year = {2016}, url = {http://arxiv.org/abs/1602.04983}, eprinttype = {arXiv}, eprint = {1602.04983}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChowdhuryMBF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AkataMFS16, author = {Zeynep Akata and Mateusz Malinowski and Mario Fritz and Bernt Schiele}, title = {Multi-Cue Zero-Shot Learning with Strong Supervision}, journal = {CoRR}, volume = {abs/1603.08754}, year = {2016}, url = {http://arxiv.org/abs/1603.08754}, eprinttype = {arXiv}, eprint = {1603.08754}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AkataMFS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiRF16, author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz}, title = {Ask Your Neurons: {A} Deep Learning Approach to Visual Question Answering}, journal = {CoRR}, volume = {abs/1605.02697}, year = {2016}, url = {http://arxiv.org/abs/1605.02697}, eprinttype = {arXiv}, eprint = {1605.02697}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiRF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BhattacharyyaMF16, author = {Apratim Bhattacharyya and Mateusz Malinowski and Mario Fritz}, title = {Spatio-Temporal Image Boundary Extrapolation}, journal = {CoRR}, volume = {abs/1605.07363}, year = {2016}, url = {http://arxiv.org/abs/1605.07363}, eprinttype = {arXiv}, eprint = {1605.07363}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BhattacharyyaMF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MokarianMF16, author = {Ashkan Mokarian and Mateusz Malinowski and Mario Fritz}, title = {Mean Box Pooling: {A} Rich Image Representation and Output Embedding for the Visual Madlibs Task}, journal = {CoRR}, volume = {abs/1608.02717}, year = {2016}, url = {http://arxiv.org/abs/1608.02717}, eprinttype = {arXiv}, eprint = {1608.02717}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MokarianMF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiF16, author = {Mateusz Malinowski and Mario Fritz}, title = {Tutorial on Answering Questions about Images with Deep Learning}, journal = {CoRR}, volume = {abs/1610.01076}, year = {2016}, url = {http://arxiv.org/abs/1610.01076}, eprinttype = {arXiv}, eprint = {1610.01076}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BhattacharyyaMS16, author = {Apratim Bhattacharyya and Mateusz Malinowski and Bernt Schiele and Mario Fritz}, title = {Long-Term Image Boundary Extrapolation}, journal = {CoRR}, volume = {abs/1611.08841}, year = {2016}, url = {http://arxiv.org/abs/1611.08841}, eprinttype = {arXiv}, eprint = {1611.08841}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BhattacharyyaMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/MalinowskiRF15, author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz}, title = {Ask Your Neurons: {A} Neural-Based Approach to Answering Questions about Images}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {1--9}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.9}, doi = {10.1109/ICCV.2015.9}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/MalinowskiRF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiF15, author = {Mateusz Malinowski and Mario Fritz}, title = {Hard to Cheat: {A} Turing Test based on Answering Questions about Images}, journal = {CoRR}, volume = {abs/1501.03302}, year = {2015}, url = {http://arxiv.org/abs/1501.03302}, eprinttype = {arXiv}, eprint = {1501.03302}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiRF15, author = {Mateusz Malinowski and Marcus Rohrbach and Mario Fritz}, title = {Ask Your Neurons: {A} Neural-based Approach to Answering Questions about Images}, journal = {CoRR}, volume = {abs/1505.01121}, year = {2015}, url = {http://arxiv.org/abs/1505.01121}, eprinttype = {arXiv}, eprint = {1505.01121}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiRF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MalinowskiF14, author = {Mateusz Malinowski and Mario Fritz}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1682--1690}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/d516b13671a4179d9b7b458a6ebdeb92-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MalinowskiF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiF14, author = {Mateusz Malinowski and Mario Fritz}, title = {A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input}, journal = {CoRR}, volume = {abs/1410.0210}, year = {2014}, url = {http://arxiv.org/abs/1410.0210}, eprinttype = {arXiv}, eprint = {1410.0210}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiF14a, author = {Mateusz Malinowski and Mario Fritz}, title = {Towards a Visual Turing Challenge}, journal = {CoRR}, volume = {abs/1410.8027}, year = {2014}, url = {http://arxiv.org/abs/1410.8027}, eprinttype = {arXiv}, eprint = {1410.8027}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiF14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MalinowskiF14b, author = {Mateusz Malinowski and Mario Fritz}, title = {A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation}, journal = {CoRR}, volume = {abs/1411.5190}, year = {2014}, url = {http://arxiv.org/abs/1411.5190}, eprinttype = {arXiv}, eprint = {1411.5190}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MalinowskiF14b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/MalinowskiF13, author = {Mateusz Malinowski and Mario Fritz}, editor = {Tilo Burghardt and Dima Damen and Walterio W. Mayol{-}Cuevas and Majid Mirmehdi}, title = {Learning Smooth Pooling Regions for Visual Recognition}, booktitle = {British Machine Vision Conference, {BMVC} 2013, Bristol, UK, September 9-13, 2013}, publisher = {{BMVA} Press}, year = {2013}, url = {https://doi.org/10.5244/C.27.118}, doi = {10.5244/C.27.118}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/MalinowskiF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3516, author = {Mateusz Malinowski and Mario Fritz}, editor = {Yoshua Bengio and Yann LeCun}, title = {Learnable Pooling Regions for Image Classification}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3516}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/BereskaDFJMN13, author = {Damian Bereska and Krzysztof Daniec and Slawomir Fras and Karol Jedrasiak and Mateusz Malinowski and Aleksander Nawrat}, editor = {Aleksander Nawrat and Zygmunt Kus}, title = {System for Multi-axial Mechanical Stabilization of Digital Camera}, booktitle = {Vision Based Systemsfor {UAV} Applications}, series = {Studies in Computational Intelligence}, volume = {481}, pages = {177--189}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-00369-6\_11}, doi = {10.1007/978-3-319-00369-6\_11}, timestamp = {Tue, 16 May 2017 14:24:33 +0200}, biburl = {https://dblp.org/rec/series/sci/BereskaDFJMN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sensys/MalinowskiMFLP07, author = {Mateusz Malinowski and Matthew Moskwa and Mark Feldmeier and Mathew Laibowitz and Joseph A. Paradiso}, editor = {Sanjay Jha}, title = {CargoNet: a low-cost micropower sensor node exploiting quasi-passive wakeup for adaptive asychronous monitoring of exceptional events}, booktitle = {Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, SenSys 2007, Sydney, NSW, Australia, November 6-9, 2007}, pages = {145--159}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1322263.1322278}, doi = {10.1145/1322263.1322278}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sensys/MalinowskiMFLP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/autoid/PerezMP05, author = {Gerardo Barroeta Perez and Mateusz Malinowski and Joseph A. Paradiso}, title = {An Ultra-Low Power, Optically-Interrogated Smart Tagging and Identification System}, booktitle = {Proceedings of the Fourth {IEEE} Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 16-18 October 2005, Buffalo, NY, {USA}}, pages = {187--192}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/AUTOID.2005.12}, doi = {10.1109/AUTOID.2005.12}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/autoid/PerezMP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmc/FeldmeierPM02, author = {Mark Feldmeier and Joseph A. Paradiso and Mateusz Malinowski}, title = {Large Group Musical Interaction using Disposable Wireless Motion Sensors}, booktitle = {Proceedings of the 2002 International Computer Music Conference, {ICMC} 2002, Gothenburg, Sweden, September 16-21, 2002}, publisher = {Michigan Publishing}, year = {2002}, url = {https://hdl.handle.net/2027/spo.bbp2372.2002.018}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmc/FeldmeierPM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

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