TUTORIALS

Tutorial Organizers Website
Introduction to Event Detection Cameras Keigo Hirakawa (University of Dayton)*; Davide Migliore (PROPHESEE)

https://sites.google.com/a/udayton.edu/issl/cvip-colloquium/event-cameras

2nd Tutorial on Large Scale Holistic Video Understanding Vivek Sharma (MIT); Mohsen Fayyaz (Microsoft)*; Ali Diba (KU Leuven); Luc Van Gool (ETH Zurich); Jürgen Gall (University of Bonn); David A Ross (Google); Ehsan Adeli (Stanford University); Manohar Paluri (Facebook) https://holistic-video-understanding.github.io/tutorials/iccv2021.html
Tutorial on Cross-Model Compatibility in Computer Vision Yuanjun Xiong (Amazon)*; Shuo Yang (Amazon); Kaustav Kundu (Amazon); Siqi Deng (Amazon); Wei Xia (Amazon); Meng Wang (Amazon); Stefano Soatto (AWS Amazon ML) http://www.compatible-ml.org/iccv2021/
Multi-Modality Learning from Videos and Beyond Yi Zhu (Amazon)*; Arsha Nagrani (Google); Chuang Gan (MIT-IBM Watson AI Lab); Mohammadreza Zolfaghari (University of Freiburg); Yunzhu Li (MIT); Mingmin Zhao (MIT) https://bryanyzhu.github.io/mm-iccv2021/
Uncertainty Estimation for Dense Prediction Tasks Jing Zhang (Australian National University)*; Yuchao Dai (Northwestern Polytechnical University); Deng-Ping Fan (Inception Institute of Artificial Intelligence); Nick Barnes (ANU); Peyman Moghadam (CSIRO); Christian Walder (CSIRO and the Australian National University); Mehrtash Harandi (Monash University)  
Reviewing the Review Process Torsten Sattler (Czech Technical University in Prague)*; Laura Leal-Taixé (TUM) https://sites.google.com/view/reviewing-the-review-process/
Towards Robust, Trustworthy, and Explainable Computer Vision Ramprasaath Ramasamy Selvaraju (Georgia Institute of Technology)*; Bolei Zhou (CUHK) https://explainablevision.github.io/
Large-Scale Visual Localization Torsten Sattler (Czech Technical University in Prague)*; Yannis Avrithis (Inria); Eric Brachmann (Niantic); Zuzana Kukelova (Czech Technical University in Prague); Marc Pollefeys (ETH Zurich / Microsoft); Giorgos Tolias (Czech Technical University in Prague, Faculty of Electrical Engineering, Visual Recognition Group) https://sites.google.com/view/lsvpr2021/home

Benchmarking City-Scale Semantic 3D Map Making with Mapillary MegaCities

Peter Kontschieder (Facebook)* https://research.mapillary.com/MetropolisTutorial
Building Digital Twins for Large Scale Augmented Reality Ashwin Swaminathan (Magic Leap, Inc)*; Lin Sun (Magic Leap, Inc); Prateek Singhal (Magic Leap, Inc); Frank Steinbruecker (Magic Leap, Inc); Lomesh Agarwal (Magic Leap, Inc) https://sites.google.com/view/perceptionatmagicleap/
Theory and Application of Energy-Based Generative Models Jianwen Xie (Baidu Research)* https://energy-based-models.github.io/iccv2021-tutorial

Efficient Video Understanding: State-of-the-art, Challenges, and Opportunities

Rameswar Panda (MIT-IBM Watson AI Lab, IBM Research)*; Christoph Feichtenhofer (Facebook AI Research); Arsha Nagrani (Oxford); Yale Song (Microsoft Research); AJ Piergiovanni (Google) https://sites.google.com/view/effvideo-2021/