Tutorials

Half-day

Oct. 2nd am

• End-to-End Learned Image and Video Compression: Design, Implementation, and Computer Vision Applications
  @room W08
  Contact : XXX

  Wen-Hsiao Peng (National Yang Ming Chiao Tung University), Heming Sun (Yokohama National University)

• OpenMMLab: Open-source Platform for Vision, Language and Generative AI
  @room P02
  Contact : XXX

  Kai Chen (Shanghai AI Laboratory), Wenwei Zhang (Nanyang Technological University), Songyang Zhang (Shanghai AI Laboratory), Yanhong Zeng (Shanghai AI Laboratory), Conghui He (Shanghai AI Laboratory)

• Visual Recognition Beyond the Comfort Zone: Adapting to Unseen Concepts on the Fly
  @room S04
  Contact : XXX

  Aishwarya Agrawal (University of Montreal, Mila), Tyler L Hayes (NAVER LABS Europe), Zsolt Kira (Georgia Tech), Massimiliano Mancini (University of Trento), Riccardo Volpi (NAVER LABS Europe)

Oct. 2nd pm

• Camera Geometry Problems in Computer Vision
  @room W07
  Contact : XXX

  Zuzana Kukelova (Czech Technical University), Daniel Barath (ETH Zurich), Viktor Larsson (Lund University), Tomas Pajdla (CTU), Torsten Sattler (CTU)

• Mixed-Reality for Biomedical Image Analysis and Clinical Neurosciences
  @room W08
  Contact : XXX

  Johannes C. Paetzold (Imperial College London), Kaiyuan Yang (University of Zurich), Bjoern Menze (University of Zurich), Daniel Rueckert (Imperial College London), Ali Erturk (University of Munich), Rami Al-Maskari (University of Munich), Fabio Musio (University of Zurich), Izabela Horvath (University of Munich), Luciano Hoeher (University of Munich), Martin Menten (Imperial College London)

• Self-Supervised Learning of Visual Representations
  @room P02
  Contact : XXX

  Christoph Feichtenhofer (Meta AI), Xinlei Chen (Meta AI), Piotr Dollár (Meta AI), Ross Girshick (Meta AI), Kaiming He (Meta AI)

Oct. 3rd am

• The Many Faces of Reliability of Deep Learning for Real-World Deployment
  @room S05
  Contact : XXX

  Andrei Bursuc (valeo.ai), Tuan-Hung Vu (valeo.ai), Sharon Yixuan Li (UW-Madison), Dengxin Dai (MPI), Puneet K. Dokania (University of Oxford), Patrick Perez (valeo.ai)

Oct. 3rd pm

• Backdoor Learning: Recent Advances and Future Trends
  @room W08
  Contact : XXX

  Baoyuan Wu (CUHK-Shenzhen), Bernard Ghanem (KAUST), Hasan Hammoud (KAUST)

• Understanding the In-Camera Rendering Pipeline and the role of AI/Deep Learning
  @room S06
  Contact : XXX

  Michael S. Brown (York University)

Full-day

Oct. 3rd

• Learning with Noisy and Unlabeled Data for Large Models beyond Categorization
  @room P02
  Contact : XXX

  Sifei Liu (NVIDIA), Hongxu Yin (NVIDIA), Shalini De Mello (NVIDIA), Pavlo Molchanov (NVIDIA), Jose M. Alvarez (NVIDIA), Jan Kautz (NVIDIA), Xiaolong Wang (UC San Diego), Anima Anandkumar (NVIDIA), Ming-Hsuan Yang (UC Merced), Trevor Darrell (UC Berkeley)