Program


The workshop takes place on 20-Jun-2022, in Room 218 and on Zoom as well. Please find the zoom link on the virtual site on Cadmium for attendees.

Starting Time
(New Orleans, CEST, China)
Place Program
08:50 15:50 21:50 218 Opening Remarks
09:00 16:00 22:00 218 Invited Talk 1: Vishal Patel, Johns Hopkins University
“Domain adaptive object detection in adverse weather conditions”
09:30 16:30 22:30 218 Invited Talk 2: Mario Fritz, CISPA
“Understanding and Fixing Failure Cases by Adversarial Manipulations”
10:00 17:00 23:00 Zoom Invited Talk 3: Patrick Pérez (Valeo.ai)
“Adaptation and sensors for adverse conditions”
10:30 17:30 23:30 Break
11:00 18:00 00:00 218 ACDC Challenge:
11:00: Christos Sakaridis, “Challenge Introduction”
11:05: Matej Grcic (University of Zagreb), “Large-scale semantic segmentation through multi resolution processing and selective pseudolabeling”
11:20: Ting Sun (Tencent Youtu Lab), “Towards high-quality pseudo label in unsupervised domain adaptation” and “Composite connections with attention-based refinement and data boosting for semantic segmentation”
11:35 18:35 00:35 218 Workshop Paper Presentation:
11:35: Oriel Frigo, “DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-Color Semantic Segmentation”
11:40: M. Jehanzeb Mirza, “An Efficient Domain-Incremental Learning Approach To Drive in All Weather Conditions”
11:45: Aboli Marathe, “RestoreX-AI: A Contrastive Approach Towards Guiding Image Restoration via Explainable AI Systems “
11:50: Chenyang Lei, “A Categorized Reflection Removal Dataset With Diverse Real-World Scenes”
11:55: Tamir Einy, “Physics Based Image Deshadowing Using Local Linear Model”
12:00 19:00 01:00 218 Invited Paper Presentation (CVPR’22 Papers):
12:00: Qin Wang, “Continual Test-Time Domain Adaptation”
12:05: Perry Wang, “Exploiting Temporal Relations on Radar Perception for Autonomous Driving”
12:10: Xianzheng Ma, “Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding”
12:15: Carlos A. Diaz-Ruiz, “Ithaca365: Dataset and Driving Perception Under Repeated and Challenging Weather Conditions”
12:20: Amanpreet Walia & Stefanie Walz , “Gated2Gated: Self-Supervised Depth Estimation From Gated Images”
12:25: Sohyun Lee, “FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation”
12:30 19:30 01:30 Lunch Break
14:00 21:00 03:00 218 Invited Talk 4: Peter Kontschieder (Facebook)
“Ingredients for Mapping the Metaverse”
14:30 21:30 03:30 218 Invited Talk 5: Werner Ritter (Mercedes-Benz AG)
“European Research Project AI-SEE: Artificial Intelligence enhancing vehicle vision in low visibility conditions – Overview and first results”
15:00 22:00 04:00 218 Invited Talk 6: Raoul de Charette (Inria)
“Physics-aware learning for adverse conditions”
15:30 22:30 04:30 Break
16:00 23:00 05:00 218 Invited Talk 7: Kate Saenko (Boston University)
“Learning Generalizable and Adaptable Visual Representations”
16:30 23:30 05:30 Zoom Invited Talk 8: Sen Wang (Heriot-Watt University)
“All-Weather Robot Perception and Autonomy: A Radar Approach”
17:00 00:00 06:00 218 Closing

Invited Speakers for V4AS@CVPR’22