CVPR 2023 Tutorial List

The workshop and tutorials booklet pdf is available for download.

Timezone: America/Vancouver



Knowledge-Driven Vision-Language Encoding Manling Li ⋅ Xudong Lin ⋅ Jie Lei		Jun 19, 9 a.m. East 8
Skull Restoration, Facial Reconstruction and Expression Xin Li ⋅ Lan Xu ⋅ Yu Ding		Jun 18, 9:30 a.m. Virtual
Polarization-based Computer Vision Jinwei Ye ⋅ Seung-Hwan Baek ⋅ Achuta Kadambi ⋅ Huaijin Chen		Jun 19, 9 a.m. East 19 - 20
Multi-Objective Optimization for Deep Learning Vishnu Naresh Boddeti ⋅ Zhichao Lu ⋅ Qingfu Zhang ⋅ and Kalyanmoy Deb		Jun 19, 9 a.m. West 113
Denoising Diffusion Models: A Generative Learning Big Bang Jiaming Song ⋅ Chenlin Meng ⋅ Arash Vahdat		Jun 18, 9 a.m. West 202 - 204
Trustworthy AI in the Era of Foundation Models Pin-Yu Chen ⋅ Chaowei Xiao		Jun 18, 8:30 a.m. East 14
Exploring Synthetic data as an Enterprise Capability for Training and Validating CV Systems Nathan Kundtz ⋅ Matt Robinson ⋅ Dan Hedges		Jun 19, 1:30 p.m. East 18
Automatic 3D modeling of indoor structures from panoramic imagery Giovanni Pintore ⋅ Marco Agus ⋅ Enrico Gobbetti		Jun 19, 9 a.m. East 15
Hyperbolic Deep Learning in Computer Vision Pascal Mettes ⋅ Max van Spengler ⋅ Yunhui Guo ⋅ Stella X. Yu		Jun 19, 9 a.m. West 116 - 117
Rolling Shutter Camera: Modeling, Optimization, Learning, and Hardware Yuchao Dai ⋅ Yinqiang Zheng ⋅ Bin Fan ⋅ Zhihang Zhong ⋅ Zhixiang Wang		Jun 19, 9 a.m. East 17
Recent Advances in Vision Foundation Models Linjie Li ⋅ Zhe Gan ⋅ Chunyuan Li ⋅ Jianwei Yang		Jun 19, 8:30 a.m. East 16
Vision Transformer: More is different Dacheng Tao ⋅ Qiming Zhang ⋅ Yufei Xu ⋅ Jing Zhang		Jun 18, 8:30 a.m. Virtual
Large-scale Deep Learning Optimization Techniques James Demmel ⋅ Yang You		Jun 18, 1:30 p.m. West 208 - 209
Deep Learning Theory for Computer Vision Grigorios Chrysos ⋅ Fanghui Liu ⋅ Volkan Cevher		Jun 19, 9 a.m. West 211
Reverse Engineering of Deception (RED): Foundations and Applications Sijia Liu ⋅ Xiaoming Liu ⋅ Xue Lin		Jun 19, 9 a.m. East 7
Few-shot Learning from Meta-Learning, Statistical Understanding to Applications Yanwei Fu ⋅ Da Li ⋅ Yu-Xiong Wang ⋅ Timothy Hospedales		Jun 19, 9 a.m. East 5
Large-Scale Visual Localization Torsten Sattler ⋅ Yannis Avrithis ⋅ Eric Brachmann ⋅ Zuzana Kukelova ⋅ Marc Pollefeys ⋅ Sudipta Sinha ⋅ Giorgos Tolias		Jun 19, 8:30 a.m. East 2
Boosting Computer Vision Research with OpenMMLab and OpenDataLab Kai Chen ⋅ Conghui He ⋅ Yanhong Zeng ⋅ Songyang Zhang ⋅ Wenwei Zhang		Jun 18, 9 a.m. East 12
Contactless Healthcare using Cameras and Wireless Sensors Wenjin Wang ⋅ Xuyu Wang ⋅ Jun Luo		Jun 18, 1:30 p.m. East 10
Neural Search in Action Yusuke Matsui ⋅ Martin Aumuller ⋅ Han Xiao		Jun 19, 1:30 p.m. West 113
Prompting in Vision Kaiyang Zhou ⋅ Ziwei Liu ⋅ Phillip Isola ⋅ Hyojin Bahng ⋅ Ludwig Schmidt ⋅ Sarah Pratt ⋅ Denny Zhou		Jun 19, 9 a.m. West 223 - 224
Object localization for free: Going beyond self-supervised learning Oriane Simeoni ⋅ Weidi Xie ⋅ Thomas Kipf ⋅ Patrick Pérez		Jun 19, 8:30 a.m. East 11
Full-Stack, GPU-based Acceleration of Deep Learning Maying Shen ⋅ Hongxu Yin ⋅ Jason Clemons ⋅ Pavlo Molchanov ⋅ Jose M. Alvarez ⋅ Jan Kautz		Jun 19, 1:30 p.m. East 11
Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployment Jian Ren ⋅ Sergey Tulyakov ⋅ Ju Hu		Jun 18, 8:30 a.m. West 212
ML Systems for Large Models and Federated Learning Qirong Ho ⋅ Samuel Horvath ⋅ Hongyi Wang		Jun 18, 8:30 a.m. East 5
All Things ViTs: Understanding and Interpreting Attention in Vision Hila Chefer ⋅ Sayak Paul		Jun 18, 9 a.m. West 211
Hands-on Egocentric Research with Project Aria from Meta Edward Miller ⋅ Pierre Moulon ⋅ Prince Gupta ⋅ Rawal Khirodkar ⋅ Richard Newcombe ⋅ Sach Lakhavani ⋅ Zhaoyang Lv		Jun 19, 1:30 p.m. East 12
Recent advances in anomaly detection Guansong Pang ⋅ Joey Tianyi Zhou ⋅ Radu Tudor Ionescu ⋅ Yu Tian ⋅ Kihyuk Sohn		Jun 18, 8:30 a.m. East 18
Physics-based rendering and its applications in computational photography and imaging Ioannis Gkioulekas ⋅ Adithya Pediredla		Jun 19, 1:30 p.m. East 8
Optics for Better AI: Capturing and Synthesizing Realistic Data for Low-light Enhancement Yinqiang Zheng ⋅ Yunhao Zou ⋅ Haiyang Jiang ⋅ Ying Fu		Jun 19, 9 a.m. West 114 - 115
A Comprehensive Tour and Recent Advancements toward Real-world Visual Geo-Localization Rakesh “Teddy” Kumar ⋅ Chen Chen ⋅ Mubarak Shah ⋅ Han‐Pang Chiu ⋅ Sijie Zhu		Jun 18, 8:30 a.m. East 6
Recent Advances in Visual Domain Adaptation and Generalization Ronghang Zhu ⋅ Xiang Yu ⋅ Sheng Li		Jun 18, 8:30 a.m. West 215 - 216
All you need to know about self-driving Raquel Urtasun ⋅ Sergio Casas ⋅ Abbas Sadat ⋅ Sivabalan Manivasagam ⋅ Paul Spriesterbach ⋅ Ioan Barsan Barsan		Jun 19, 9 a.m. West 302 - 305