Quo Vadis? Meaningful Multiple Trajectory Hypotheses Prediction in Autonomous Driving. - Breuer, Antonia; Xuan, Quy Le; Termöhlen, Jan-Aike; Homoceanu, Silviu; Fingscheidt, Tim (2021)

Simulation-Based Reinforcement Learning for Real-World Autonomous Driving. - Osinski, Blazej; Jakubowski, Adam; Ziecina, Pawel; Milos, Piotr; Galias, Christopher; Homoceanu, Silviu; Michalewski, Henryk (2020)

Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving. - Rosbach, Sascha; James, Vinit; Großjohann, Simon; Homoceanu, Silviu; Li, Xing; Roth, Stefan (2020)

Planning on the fast lane: Learning to interact using attention mechanisms in path integral inverse reinforcement learning. - Rosbach, Sascha; Li, Xing; Großjohann, Simon; Homoceanu, Silviu; Roth, Stefan (2020)

openDD: A Large-Scale Roundabout Drone Dataset. - Breuer, Antonia; Termöhlen, Jan-Aike; Homoceanu, Silviu; Fingscheidt, Tim (2020)

Planning on the fast lane: Learning to interact using attention mechanisms in path integral inverse reinforcement learning. - Rosbach, Sascha; Li, Xing; Großjohann, Simon; Homoceanu, Silviu; Roth, Stefan (CoRR, 2020)

openDD: A Large-Scale Roundabout Drone Dataset. - Breuer, Antonia; Termöhlen, Jan-Aike; Homoceanu, Silviu; Fingscheidt, Tim (CoRR, 2020)

CARLA Real Traffic Scenarios - novel training ground and benchmark for autonomous driving. - Osinski, Blazej; Milos, Piotr; Jakubowski, Adam; Ziecina, Pawel; Martyniak, Michal; Galias, Christopher; Breuer, Antonia; Homoceanu, Silviu; Michalewski, Henryk (CoRR, 2020)

Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain. - Bolte, Jan-Aike; Kamp, Markus; Breuer, Antonia; Homoceanu, Silviu; Schlicht, Peter; Hüger, Fabian; Lipinski, Daniel; Fingscheidt, Tim (2019)

Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving. - Rosbach, Sascha; James, Vinit; Großjohann, Simon; Homoceanu, Silviu; Roth, Stefan (2019)

Analysis of the Effect of Various Input Representations for LSTM-Based Trajectory Prediction. - Breuer, Antonia; Elflein, Sven; Joseph, Tim; Bolte, Jan-Aike; Homoceanu, Silviu; Fingscheidt, Tim (2019)

Towards Tactical Maneuver Detection for Autonomous Driving Based on Vision Only. - Breuer, Antonia; Kirschner, Jana; Homoceanu, Silviu; Fingscheidt, Tim (2019)

Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving. - Rosbach, Sascha; James, Vinit; Großjohann, Simon; Homoceanu, Silviu; Roth, Stefan (CoRR, 2019)

Simulation-based reinforcement learning for real-world autonomous driving. - Osinski, Blazej; Jakubowski, Adam; Milos, Piotr; Ziecina, Pawel; Galias, Christopher; Homoceanu, Silviu; Michalewski, Henryk (CoRR, 2019)

Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving. - Rosbach, Sascha; James, Vinit; Großjohann, Simon; Homoceanu, Silviu; Li, Xing; Roth, Stefan (CoRR, 2019)

What Search Engines Can't Do. Holistic Entity Search on Web Data. - Homoceanu, Silviu (2015)

A Chip Off the Old Block - Extracting Typical Attributes for Entities Based on Family Resemblance. - Homoceanu, Silviu; Balke, Wolf-Tilo (2015)

Avoiding Chinese Whispers: Controlling End-to-End Join Quality in Linked Open Data Stores. - Kalo, Jan-Christoph; Homoceanu, Silviu; Rose, Jewgeni; Balke, Wolf-Tilo (2015)

Querying concepts in product data by means of query expansion. - Homoceanu, Silviu; Balke, Wolf-Tilo (Web Intell. Agent Syst., 2014)

Any Suggestions? Active Schema Support for Structuring Web Information. - Homoceanu, Silviu; Geilert, Felix; Pek, Christian; Balke, Wolf-Tilo (2014)

Putting Instance Matching to the Test: Is Instance Matching Ready for Reliable Data Linking? - Homoceanu, Silviu; Kalo, Jan-Christoph; Balke, Wolf-Tilo (2014)

Time-Based Exploratory Search in Scientific Literature. - Homoceanu, Silviu; Tönnies, Sascha; Wille, Philipp; Balke, Wolf-Tilo (2013)

ProSWIP: Property-Based Data Access for Semantic Web Interactive Programming. - Homoceanu, Silviu; Wille, Philipp; Balke, Wolf-Tilo (2013)

Conceptual views for entity-centric search: turning data into meaningful concepts. - Selke, Joachim; Homoceanu, Silviu; Balke, Wolf-Tilo (Comput. Sci. Res. Dev., 2012)

Conceptual Views for Entity-Centric Search: Turning Data into Meaningful Concepts. - Selke, Joachim; Homoceanu, Silviu; Balke, Wolf-Tilo (2011)

What Makes a Phone a Business Phone - Querying Concepts in Product Data. - Homoceanu, Silviu; Balke, Wolf-Tilo (2011)

Will I Like It? Providing Product Overviews Based on Opinion Excerpts. - Homoceanu, Silviu; Loster, Michael; Lofi, Christoph; Balke, Wolf-Tilo (2011)