Saha, Suman

14 publications

CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Pedro M B Rezende, Yasaman Haghighi, David Brüggemann, Isinsu Katircioglu, Lin Zhang, Xiaoran Chen, Suman Saha, Marco Cannici, Elie Aljalbout, Botao Ye, Xi Wang, Aram Davtyan, Mathieu Salzmann, Davide Scaramuzza, Marc Pollefeys, Paolo Favaro, Alexandre Alahi

WACV 2025 Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour, Ozan Unal, Suman Saha, Benjamin Bejar, Luc Van Gool

ECCV 2024 Four Ways to Improve Verbo-Visual Fusion for Dense 3D Visual Grounding Ozan Unal, Christos Sakaridis, Suman Saha, Luc Van Gool

ICCV 2023 EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Suman Saha, Lukas Hoyer, Anton Obukhov, Dengxin Dai, Luc Van Gool

WACV 2023 Exploiting Instance-Based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-Adaptive Action Detection Yifan Lu, Gurkirt Singh, Suman Saha, Luc Van Gool

WACV 2023 Spatio-Temporal Action Detection Under Large Motion Gurkirt Singh, Vasileios Choutas, Suman Saha, Fisher Yu, Luc Van Gool

CVPR 2021 Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool

CVPR 2021 Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Koring, Suman Saha, Luc Van Gool

CVPRW 2020 Domain Agnostic Feature Learning for Image and Video Based Face Anti-Spoofing Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool

ECCV 2020 Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference Menelaos Kanakis, David Bruggemann, Suman Saha, Stamatios Georgoulis, Anton Obukhov, Luc Van Gool

ECCVW 2018 Predicting Action Tubes Gurkirt Singh, Suman Saha, Fabio Cuzzolin

CVPRW 2018 Unsupervised Deep Representations for Learning Audience Facial Behaviors Suman Saha, Rajitha Navarathna, Leonhard Helminger, Romann M. Weber

ICCV 2017 AMTnet: Action-Micro-Tube Regression by End-to-End Trainable Deep Architecture Suman Saha, Gurkirt Singh, Fabio Cuzzolin

ICCV 2017 Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin