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CVPR 2023 Tutorials
The workshop and tutorials booklet pdf is available for download.
Vision Transformer: More is different
Dacheng Tao (None) · Qiming Zhang (None) · Yufei Xu (None) · Jing Zhang (None)
Object localization for free: Going beyond self-supervised learning
Oriane Simeoni (Valeo.ai) · Weidi Xie (Shanghai Jiaotong University) · Thomas Kipf (None) · Patrick Pérez (None)
Denoising Diffusion Models: A Generative Learning Big Bang
Jiaming Song (NVIDIA) · Chenlin Meng (None) · Arash Vahdat (NVIDIA Research)
Large-Scale Visual Localization
Torsten Sattler (Czech Technical University in Prague) · Yannis Avrithis (None) · Eric Brachmann (None) · Zuzana Kukelova (None) · Marc Pollefeys (None) · Sudipta Sinha (None) · Giorgos Tolias (None)
Kaiyang Zhou () · Ziwei Liu (None) · Phillip Isola (None) · Hyojin Bahng (None) · Ludwig Schmidt (None) · Sarah Pratt (None) · Denny Zhou (Google DeepMind)
Rolling Shutter Camera: Modeling, Optimization, Learning, and Hardware
Yuchao Dai (None) · Yinqiang Zheng (None) · Bin Fan (None) · Zhihang Zhong (The University of Tokyo) · Zhixiang Wang (The University of Tokyo)
Optics for Better AI: Capturing and Synthesizing Realistic Data for Low-light Enhancement
Yinqiang Zheng (None) · Yunhao Zou (None) · Haiyang Jiang (None) · Ying Fu (None)
Physics-based rendering and its applications in computational photography and imaging
Ioannis Gkioulekas (Carnegie Mellon University) · Adithya Pediredla (None)
Exploring Synthetic data as an Enterprise Capability for Training and Validating CV Systems
Nathan Kundtz (None) · Matt Robinson (None) · Dan Hedges (None)
Hands-on Egocentric Research with Project Aria from Meta
Edward Miller (None) · Pierre Moulon (None) · Prince Gupta (None) · Rawal Khirodkar (None) · Richard Newcombe (None) · Sach Lakhavani (None) · Zhaoyang Lv (None)
Recent advances in anomaly detection
Guansong Pang () · Joey Tianyi Zhou (None) · Radu Tudor Ionescu (None) · Yu Tian (None) · Kihyuk Sohn (None)
Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployment
Jian Ren (Snap Inc.) · Sergey Tulyakov (None) · Ju Hu (None)
Full-Stack, GPU-based Acceleration of Deep Learning
Maying Shen () · Hongxu Yin (None) · Jason Clemons (None) · Pavlo Molchanov (None) · Jose M. Alvarez (NVIDIA) · Jan Kautz (None)
Skull Restoration, Facial Reconstruction and Expression
Xin Li (None) · Lan Xu (None) · Yu Ding (None)
Automatic 3D modeling of indoor structures from panoramic imagery
Giovanni Pintore (CRS4) · Marco Agus (None) · Enrico Gobbetti (CRS4)
Recent Advances in Vision Foundation Models
Linjie Li (Microsoft) · Zhe Gan (None) · Chunyuan Li (None) · Jianwei Yang (None)
ML Systems for Large Models and Federated Learning
Qirong Ho () · Samuel Horvath (None) · Hongyi Wang (None)
Few-shot Learning from Meta-Learning, Statistical Understanding to Applications
Yanwei Fu (None) · Da Li (None) · Yu-Xiong Wang (None) · Timothy Hospedales (None)
Deep Learning Theory for Computer Vision
Grigorios Chrysos (Swiss Federal Institute of Technology Lausanne) · Fanghui Liu (None) · Volkan Cevher (None)
Recent Advances in Visual Domain Adaptation and Generalization
Ronghang Zhu (University of Georgia) · Xiang Yu (None) · Sheng Li (None)
A Comprehensive Tour and Recent Advancements toward Real-world Visual Geo-Localization
Rakesh “Teddy” Kumar (None) · Chen Chen () · Mubarak Shah (None) · Han‐Pang Chiu (None) · Sijie Zhu (None)
Yusuke Matsui (The University of Tokyo) · Martin Aumuller (IT University of Copenhagen) · Han Xiao (None)
Polarization-based Computer Vision
Jinwei Ye (None) · Seung-Hwan Baek (POSTECH) · Achuta Kadambi (None) · Huaijin Chen (None)
Trustworthy AI in the Era of Foundation Models
Pin-Yu Chen (None) · Chaowei Xiao (Arizona State University)
Knowledge-Driven Vision-Language Encoding
Manling Li (None) · Xudong Lin (None) · Jie Lei (None)
Multi-Objective Optimization for Deep Learning
Vishnu Naresh Boddeti (None) · Zhichao Lu (None) · Qingfu Zhang (None) · and Kalyanmoy Deb (None)
Reverse Engineering of Deception (RED): Foundations and Applications
Sijia Liu (Michigan State University) · Xiaoming Liu (None) · Xue Lin (None)
Contactless Healthcare using Cameras and Wireless Sensors
Wenjin Wang () · Xuyu Wang (None) · Jun Luo (None)
All you need to know about self-driving
Raquel Urtasun (None) · Sergio Casas (None) · Abbas Sadat (None) · Sivabalan Manivasagam (None) · Paul Spriesterbach (None) · Ioan Barsan Barsan (Waabi AI)
Large-scale Deep Learning Optimization Techniques
James Demmel (None) · Yang You (None)
All Things ViTs: Understanding and Interpreting Attention in Vision
Hila Chefer () · Sayak Paul (Hugging Face)
Boosting Computer Vision Research with OpenMMLab and OpenDataLab
Kai Chen (Shanghai AI Laboratory) · Conghui He (None) · Yanhong Zeng (None) · Songyang Zhang (None) · Wenwei Zhang (None)
Hyperbolic Deep Learning in Computer Vision
Pascal Mettes (None) · Max van Spengler (None) · Yunhui Guo (The University of Texas at Dallas) · Stella X. Yu (None)