CVPR 2023 Tutorial List
The workshop and tutorials booklet pdf is available for download.
Timezone: America/Vancouver
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Rolling Shutter Camera: Modeling, Optimization, Learning, and Hardware
Yuchao Dai · Yinqiang Zheng · Bin Fan · Zhihang Zhong · Zhixiang Wang
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Jun 19, 9 a.m.
East 17
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Recent Advances in Vision Foundation Models
Linjie Li · Zhe Gan · Chunyuan Li · Jianwei Yang
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Jun 19, 8:30 a.m.
East 16
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Vision Transformer: More is different
Dacheng Tao · Qiming Zhang · Yufei Xu · Jing Zhang
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Jun 18, 8:30 a.m.
Virtual
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Skull Restoration, Facial Reconstruction and Expression
Xin Li · Lan Xu · Yu Ding
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Jun 18, 9:30 a.m.
Virtual
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Large-scale Deep Learning Optimization Techniques
James Demmel · Yang You
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Jun 18, 1:30 p.m.
West 208 - 209
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Exploring Synthetic data as an Enterprise Capability for Training and Validating CV Systems
Nathan Kundtz · Matt Robinson · Dan Hedges
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Jun 19, 1:30 p.m.
East 18
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Deep Learning Theory for Computer Vision
Grigorios Chrysos · Fanghui Liu · Volkan Cevher
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Jun 19, 9 a.m.
West 211
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Trustworthy AI in the Era of Foundation Models
Pin-Yu Chen · Chaowei Xiao
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Jun 18, 8:30 a.m.
East 14
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Polarization-based Computer Vision
Jinwei Ye · Seung-Hwan Baek · Achuta Kadambi · Huaijin Chen
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Jun 19, 9 a.m.
East 19 - 20
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Reverse Engineering of Deception (RED): Foundations and Applications
Sijia Liu · Xiaoming Liu · Xue Lin
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Jun 19, 9 a.m.
East 7
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Multi-Objective Optimization for Deep Learning
Vishnu Naresh Boddeti · Zhichao Lu · Qingfu Zhang · and Kalyanmoy Deb
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Jun 19, 9 a.m.
West 113
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Large-Scale Visual Localization
Torsten Sattler · Yannis Avrithis · Eric Brachmann · Zuzana Kukelova · Marc Pollefeys · Sudipta Sinha · Giorgos Tolias
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Jun 19, 8:30 a.m.
East 2
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Hyperbolic Deep Learning in Computer Vision
Pascal Mettes · Max van Spengler · Yunhui Guo · Stella X. Yu
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Jun 19, 9 a.m.
West 116 - 117
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Few-shot Learning from Meta-Learning, Statistical Understanding to Applications
Yanwei Fu · Da Li · Yu-Xiong Wang · Timothy Hospedales
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Jun 19, 9 a.m.
East 5
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Knowledge-Driven Vision-Language Encoding
Manling Li · Xudong Lin · Jie Lei
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Jun 19, 9 a.m.
East 8
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Boosting Computer Vision Research with OpenMMLab and OpenDataLab
Kai Chen · Conghui He · Yanhong Zeng · Songyang Zhang · Wenwei Zhang
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Jun 18, 9 a.m.
East 12
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Contactless Healthcare using Cameras and Wireless Sensors
Wenjin Wang · Xuyu Wang · Jun Luo
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Jun 18, 1:30 p.m.
East 10
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Denoising Diffusion Models: A Generative Learning Big Bang
Jiaming Song · Chenlin Meng · Arash Vahdat
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Jun 18, 9 a.m.
West 202 - 204
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Neural Search in Action
Yusuke Matsui · Martin Aumuller · Han Xiao
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Jun 19, 1:30 p.m.
West 113
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Prompting in Vision
Kaiyang Zhou · Ziwei Liu · Phillip Isola · Hyojin Bahng · Ludwig Schmidt · Sarah Pratt · Denny Zhou
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Jun 19, 9 a.m.
West 223 - 224
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Object localization for free: Going beyond self-supervised learning
Oriane Simeoni · Weidi Xie · Thomas Kipf · Patrick Pérez
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Jun 19, 8:30 a.m.
East 11
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Automatic 3D modeling of indoor structures from panoramic imagery
Giovanni Pintore · Marco Agus · Enrico Gobbetti
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Jun 19, 9 a.m.
East 15
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Full-Stack, GPU-based Acceleration of Deep Learning
Maying Shen · Hongxu Yin · Jason Clemons · Pavlo Molchanov · Jose M. Alvarez · Jan Kautz
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Jun 19, 1:30 p.m.
East 11
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Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployment
Jian Ren · Sergey Tulyakov · Ju Hu
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Jun 18, 8:30 a.m.
West 212
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ML Systems for Large Models and Federated Learning
Qirong Ho · Samuel Horvath · Hongyi Wang
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Jun 18, 8:30 a.m.
East 5
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All Things ViTs: Understanding and Interpreting Attention in Vision
Hila Chefer · Sayak Paul
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Jun 18, 9 a.m.
West 211
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Hands-on Egocentric Research with Project Aria from Meta
Edward Miller · Pierre Moulon · Prince Gupta · Rawal Khirodkar · Richard Newcombe · Sach Lakhavani · Zhaoyang Lv
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Jun 19, 1:30 p.m.
East 12
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Recent advances in anomaly detection
Guansong Pang · Joey Tianyi Zhou · Radu Tudor Ionescu · Yu Tian · Kihyuk Sohn
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Jun 18, 8:30 a.m.
East 18
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Physics-based rendering and its applications in computational photography and imaging
Ioannis Gkioulekas · Adithya Pediredla
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Jun 19, 1:30 p.m.
East 8
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Optics for Better AI: Capturing and Synthesizing Realistic Data for Low-light Enhancement
Yinqiang Zheng · Yunhao Zou · Haiyang Jiang · Ying Fu
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Jun 19, 9 a.m.
West 114 - 115
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A Comprehensive Tour and Recent Advancements toward Real-world Visual Geo-Localization
Rakesh “Teddy” Kumar · Chen Chen · Mubarak Shah · Han‐Pang Chiu · Sijie Zhu
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Jun 18, 8:30 a.m.
East 6
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Recent Advances in Visual Domain Adaptation and Generalization
Ronghang Zhu · Xiang Yu · Sheng Li
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Jun 18, 8:30 a.m.
West 215 - 216
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All you need to know about self-driving
Raquel Urtasun · Sergio Casas · Abbas Sadat · Sivabalan Manivasagam · Paul Spriesterbach · Ioan Barsan Barsan
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Jun 19, 9 a.m.
West 302 - 305
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