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2020 – today
- 2024
[j5]Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli:
Scaling Speech Technology to 1, 000+ Languages. J. Mach. Learn. Res. 25: 97:1-97:52 (2024)- [c12]Peiyao Sheng, Nikita Yadav, Vishal Sevani, Arun Babu, Anand SVR, Himanshu Tyagi, Pramod Viswanath:
Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth. NDSS 2024 - [i12]Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy:
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model. CoRR abs/2408.11039 (2024) - 2023
- [j4]Arun Babu
, Dominik Gerber, Stefan Valentin Baumgartner, Gerhard Krieger:
Road Surface Roughness Estimation Using Spaceborne Synthetic Aperture Radar. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j3]Lucas Germano Rischioni, Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger:
Machine Learning Approaches for Road Condition Monitoring Using Synthetic Aperture Radar. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3070-3082 (2023) - [c11]Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli:
Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) 2023: 6582-6593 - [c10]Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli:
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. ICML 2023: 1416-1429 - [i11]Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli:
Scaling Speech Technology to 1, 000+ Languages. CoRR abs/2305.13516 (2023) - [i10]Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan:
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR abs/2309.02591 (2023) - [i9]Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli:
Toward Joint Language Modeling for Speech Units and Text. CoRR abs/2310.08715 (2023) - 2022
- [j2]Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger:
Approaches for Road Surface Roughness Estimation Using Airborne Polarimetric SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3444-3462 (2022) - [c9]Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli:
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. ICML 2022: 1298-1312 - [c8]Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH 2022: 2278-2282 - [p4]Vivek Kant, Arun Babu, Varun Vikash Karthikeyan, Nishant Sharma:
Sociotechnical Dimension of Trucking in India: Possibilities for Digitalization. Innovation Practices for Digital Transformation in the Global South 2022: 113-129 - [i8]Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli:
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. CoRR abs/2202.03555 (2022) - [i7]Peiyao Sheng, Nikita Yadav, Vishal Sevani, Arun Babu, S. V. R. Anand, Himanshu Tyagi, Pramod Viswanath:
Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth. CoRR abs/2210.11546 (2022) - [i6]Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli:
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. CoRR abs/2212.07525 (2022) - 2021
- [c7]Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly:
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. EMNLP (Findings) 2021: 1873-1886 - [c6]Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad:
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. NAACL-HLT 2021: 2969-2978 - [i5]Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad:
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. CoRR abs/2104.04923 (2021) - [i4]Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly:
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. CoRR abs/2104.07275 (2021) - [i3]David Eriksson, Pierce I-Jen Chuang, Samuel Daulton, Peng Xia, Akshat Shrivastava, Arun Babu, Shicong Zhao, Ahmed Aly, Ganesh Venkatesh, Maximilian Balandat:
Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization. CoRR abs/2106.11890 (2021) - [i2]Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR abs/2111.09296 (2021) - 2020
- [i1]Shrey Desai, Geoffrey Goh, Arun Babu, Ahmed Aly:
Lightweight Convolutional Representations for On-Device Natural Language Processing. CoRR abs/2002.01535 (2020)
2010 – 2019
- 2019
- [j1]Arun Babu, Shashi Kumar, Shefali Agrawal:
Polarimetric Calibration of RISAT-1 Compact-Pol Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 3731-3736 (2019) - [c5]Rakshit Ramesh, Srikrishna Acharya, Vasanth Rajaraman, Arun Babu, Ashish Joglekar, Abhay Sharma, Bharadwaj Amrutur, Prashant Namekar:
Interoperable middleware for smartcities Streetlighting on LoRaWAN as a case study. COMSNETS 2019: 550-552 - 2017
- [c4]Abhay Sharma, Srikrishna Acharya, Vasanth Rajaraman, Rakshit Ramesh, Arun Babu, Bharadwaj Amrutur:
Schemas for IoT interoperability for smart cities. BuildSys@SenSys 2017: 45:1-45:2 - [c3]Kameswari Chebrolu, Bhaskaran Raman, Vinay Chandra Dommeti, Akshay Veer Boddu, Kurien Zacharia, Arun Babu, Prateek Chandan:
SAFE: Smart Authenticated Fast Exams for Student Evaluation in Classrooms. SIGCSE 2017: 117-122 - 2016
- [p3]Paolo Lollini, Marco Mori, Arun Babu, Sara Bouchenak:
AMADEOS SysML Profile for SoS Conceptual Modeling. Cyber-Physical Systems of Systems 2016: 97-127 - [p2]Arun Babu, Sorin M. Iacob, Paolo Lollini, Marco Mori:
AMADEOS Framework and Supporting Tools. Cyber-Physical Systems of Systems 2016: 128-164 - [p1]Arun Babu, Francesco Brancati, Sorin M. Iacob, David G. A. Mobach, Marco Mori, Thomas B. Quillinan:
Case Study Definition and Implementation. Cyber-Physical Systems of Systems 2016: 207-238 - 2015
- [c2]Anindya Nag, Asif I. Zia, Arun Babu, S. C. Mukhopadhyay:
Printed electronics: Present and future opportunities. ICST 2015: 380-389 - [c1]Hemant Ghayvat, Jie Liu, Arun Babu, Md Eshrat E. Alahi, U. A. B. U. A. Bakar, S. C. Mukhopadhyay, Xiang Gui:
Simulation and evaluation of ZigBee based smart home using Qualnet simulator. ICST 2015: 536-542
Coauthor Index
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