It's Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos. - Pia Bideau; Erik G. Learned-Miller (ECCV (8), 2016)

A Detailed Rubric for Motion Segmentation. - Pia Bideau; Erik G. Learned-Miller (CoRR, 2016)

The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation. - Pia Bideau; Aruni RoyChowdhury; Rakesh R. Menon; Erik G. Learned-Miller (CVPR, 2018)

MoA-Net: Self-supervised Motion Segmentation. - Pia Bideau; Rakesh R. Menon; Erik G. Learned-Miller (ECCV Workshops (6), 2018)

C-14: assured timestamps for drone videos. - Zhipeng Tang; Fabien Delattre; Pia Bideau; Mark D. Corner; Erik G. Learned-Miller (MobiCom, 2020)

The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data. - Cheng Gu; Erik G. Learned-Miller; Daniel Sheldon; Guillermo Gallego 002; Pia Bideau (ICCV, 2021)

A modular framework for object-based saccadic decisions in dynamic scenes. - Nicolas Roth; Pia Bideau; Olaf Hellwich; Martin Rolfs; Klaus Obermayer (CoRR, 2021)

Action-Based Contrastive Learning for Trajectory Prediction. - Marah Halawa; Olaf Hellwich; Pia Bideau (ECCV (39), 2022)

Model AI Assignments 2024. - Todd W. Neller; Pia Bideau; David Bierbach; Wolfgang Hönig; Nir Lipovetzky; Christian Muise; Lino Coria; Claire Wong; Stephanie Rosenthal; Yu Lu; Ming Gao; Jingjing Zhang (AAAI, 2024)

Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition. - Marah Halawa; Florian Blume; Pia Bideau; Martin Maier; Rasha Abdel Rahman; Olaf Hellwich (CVPR Workshops, 2024)

How Do You Perceive My Face? Recognizing Facial Expressions in Multi-modal Context by Modeling Mental Representations. - Florian Blume; Runfeng Qu; Pia Bideau; Martin Maier; Rasha Abdel Rahman; Olaf Hellwich (GCPR (2), 2024)

Watching Swarm Dynamics from Above: A Framework for Advanced Object Tracking in Drone Videos. - Duc Pham; Matthew Hansen; Félicie Dhellemmens; Jens Krause; Pia Bideau (CoRR, 2024)

The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields. - Pia Bideau; Erik G. Learned-Miller; Cordelia Schmid; Karteek Alahari (Int. J. Comput. Vis., 2024)

Active Event Alignment for Monocular Distance Estimation. - Nan Cai; Pia Bideau (WACV, 2025)