2022年6月19日 – 2022年6月24日

Microsoft at CVPR 2022

Central Daylight Time (UTC -5)

地点： Hybrid | New Orleans, LA

所有时间都在 CDT (UTC -5)

07:50 – 18:00 Workshop

Workshop on Attention and Transformers in Vision

Gedas Bertasius, Rohit Girdhar, Zhiding Yu, Jianwei Yang, Gul Varol, Hugo Touvron, Lucas Beyer, Lorenzo Torresani, Kristen Grauman, Han Hu, João Carreira, Mohit Bansal, Jie Lei, Jose M. Alvarez, Anima Anandkumar, Daquan Zhou, Enze Xie, Yunhe Wang, Ping Luo, Jiashi Feng

Invited speaker: Furu Wei

Panelist: Yale Song
08:00 – 19:00 Workshop

7th New Trends in Image Restoration and Enhancement Workshop and Challenges

Radu Timofte, Luc Van Gool, Ming-Hsuan Yang, Kyoung Mu Lee, Eli Shechtman, Martin Danelljan, Shuhang Gu, Lei Zhang, Michael Brown, Kai Zhang, Goutam Bhat, Chao Dong, Cosmin Ancuti, Codruta Ancuti, Eduardo Perez Pellitero, Ales Leonardis, Andreas Lugmayr, Jinjin Gu, Ren Yang, Andres Romero, Egor Ershov, Marko Subasic, Boaz Arad, Yawei Li, Yulun Zhang, Yulan Guo, Siavash Arjomand Bigdeli

Program Committee members: Stephen Lin, Wenjun Zeng
08:30 – 17:45 Workshop

CLIC 2022: The 5th Challenge and Workshop on Learned Image Compression

George Toderici, Radu Timofte, Johannes Ballé, Eirikur Agustsson, Nick Johnston, Fabian Mentzer, Zeina Sinno, Andrey Norkin, Krishna Rapaka, Erfan Noury, Ross Cutler, Luca Versari, Fabien Racapé
08:30 – 19:30 Workshop

LatinX in Computer Vision Research Workshop

Nils Murrugarra, Gilberto Ochoa-Ruiz, Estefania Talavera, Ruben Villegas, Julio Mendoza, Pedro Braga, Paola Cascante, Victor Escorcia, Ivan Sipiran, Carlos Hinojosa, Maria Luisa Santiago, Walter Mayor-Toro, Karen Sanchez, Karina Rub Pérez Daniel, Eric K. Tokuda, Rodolfo Valiente Romero, Pablo Rivas, Miguel Gonzalez

Sponsored by Microsoft
08:45 – 18:00 Workshop

7th Workshop on Computer Vision for Microscopy Image Analysis

Mei Chen, Daniel J. Hoeppner, Dimitris Metaxas, Steven Finkbeiner
09:00 – 17:15 Workshop

The 3rd International Workshop and Prize Challenge on Agriculture-Vision: Challenges & Opportunities for Computer Vision in Agriculture

Jennifer Hobbs, Naira Hovakimyan, Humphrey Shi, Hannah Kerner, Melba Crawford, Ed Delp, Ranveer Chandra, Kai Wang, Najmul Hassan
09:00 – 17:15 Tutorial

Recent Advances in Vision-and-Language Pre-training

Zhe Gan, Chunyuan Li, Linjie Li, Chung-Ching Lin, Kevin Lin, Jianfeng Wang, Chenfei Wu, Jianwei Yang, Zhengyuan Yang, Pengchuan Zhang, Lijuan Wang, Zicheng Liu, Jianfeng Gao
13:30 – 17:30 Workshop

2nd Workshop on Dynamic Neural Networks Meet Computer Vision

Rameswar Panda, Abir Das, Richard Chen, Chen Chen, Bowen Pan, Kate Saenko, Rogerio Feris, Aude Oliva, Aadarsh Sahoo, Omprakash Chakraborty

Invited speaker: Xin Wang

08:00 – 17:30 Workshop

The Third Workshop on Fair, Data-efficient, and Trusted Computer Vision (TCV 2022)

Nalini Ratha, Srikrishna Karanam, Ziyan Wu, Mayank Vatsa, Kuan-Chuan Peng, Michele Merler, Kush Varshney, Sharath Pankanti
08:05 – 12:30 Workshop

O-DRUM: Workshop on Open-Domain Retrieval Under a Multi-Modal Setting

Chitta Baral, Damien Teney, Kenneth Marino, Man Luo, Pratyay Banerjee, Somak Aditya, Tejas Gokhale, Tianlu Wang, Yezhou Yang, Zhiyuan Fang, Zhe Gan
08:30 – 17:15 Workshop

Robustness in Sequential Data

Vibhav Vineet, Yogesh Rawat, Hamid Palangi, Mubarak Shah, Xin Wang, Shruti Vyas, Sayna Ebrahimi, Mohit Bansal
08:45 – 17:30 Workshop

L3D-IVU: Workshop on Learning with Limited Labelled Data for Image and Video Understanding

Xin Wang, David Vazquez, Pau Rodriguez, Issam Laradji, Gabriel Huang, Richard Wildes, Kosta Derpanis, Mennatullah Siam, Luping Zhou, Boris Oreshki
09:00 – 17:00 Workshop

VizWiz Grand Challenge: Describing Images and Videos Taken by Blind People

Danna Gurari, Jeffrey Bigham, Ed Cutrell, Daniela Massiceti, Abigale Stangl, Samreen Anjum

Sponsored by Microsoft

Invited speaker: Anne Taylor
09:00 – 13:00 Workshop

Multimodal Learning for Earth and Environment Workshop and Challenge

Miriam Cha, Sam Goldberg, Morgan Schmidt, Armando Cabrera, Taylor Perron, Phillip Isola, Bill Freeman, Gregory Angelides, Kuan Wei Huang, Mark Hamilton, Yen-Chen Lin, Brandon Swenson, Jean Piou
相关论文与出版物
- MultiEarth 2022 — Multimodal Learning for Earth and Environment Workshop and Challenge
  
  Miriam Cha, Sam Goldberg, Morgan Schmidt, Armando Cabrera, Taylor Perron, Phillip Isola, Bill Freeman, Gregory Angelides, Kuan Wei Huang, Mark Hamilton, Yen-Chen Lin, Brandon Swenson, Jean Piou
09:30 – 17:30 Workshop

7th BMTT Workshop on Benchmarking Multi-Target Tracking: How Far Can Synthetic Data Take us?

Guillem Brasó, Matteo Fabbri, Aljoša Ošep, Orçun Cetintas, Patrick Dendorfer, Mark Weber, Simone Calderara, Rita Cucchiara, Laura Leal-Taixé

Speaker: Tadas Baltrusaitis
13:00 – 17:30 Workshop

Image Matching: Local Features and Beyond

Vassileios Balntas, Vincent Lepetit, Jiri Matas, Dmytro Mishkin, Johannes Schönberger, Eduard Trulls, Kwang Moo Yi

10:00 – 12:30 Poster session

Behavior Analysis
相关论文与出版物
- Learning to Align Sequential Actions in the Wild
  
  Weizhe Liu, Bugra Tekin, Huseyin Coskun, Vibhav Vineet, Pascal Fua, Marc Pollefeys
10:00 – 12:30 Poster session

Vision Applications & Systems
相关论文与出版物
- Large-Scale Pre-training for Person Re-identification with Noisy Labels
  
  Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan, Lei Zhang, Houqiang Li, Fang Wen, Dong Chen
13:30 – 15:00 Talk session

Video Analysis & Understanding
相关论文与出版物
- Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
  
  Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
14:30 – 17:00 Poster session

Video Analysis & Understanding
相关论文与出版物
- Video Swin Transformer
  
  Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
14:30 – 17:00 Poster session

3D From Single Images
相关论文与出版物
- CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields
  
  Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao
14:30 – 17:00 Poster session

Face & Gestures
相关论文与出版物
- Privacy-preserving Online AutoML for Domain-Specific Face Detection
  
  Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang
14:30 – 17:00 Poster session

Document Analysis & Understanding
相关论文与出版物
- PubTables-1M: Towards comprehensive table extraction from unstructured documents
  
  Brandon Smock, Rohith Pesala, Robin Abraham
14:30 – 17:00 Poster session

Vision & Language
相关论文与出版物
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
- A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
  
  Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin

08:30 – 10:18 Talk session

Recognition: Detection, Categorization, Retrieval
相关论文与出版物
- Mobile-Former: Bridging MobileNet and Transformer
  
  Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu
- RendNet: Unified 2D/3D Recognizer With Latent Space Rendering
  
  Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
08:30 – 10:18 Talk session

Low-Level Vision
相关论文与出版物
- Learning Trajectory-Aware Transformer for Video Super-Resolution
  
  Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian
10:00 – 12:30 Poster session

Low-Level Vision
相关论文与出版物
- Neural Compression-Based Feature Learning for Video Restoration
  
  Cong Huang, Jiahao Li, Bin Li, Dong Liu, Yan Lu
- Inertia-Guided Flow Completion and Style Fusion for Video Inpainting
  
  Kaidong Zhang, Jingjing Fu, Dong Liu
10:00 – 12:30 Poster session

Recognition: Detection, Categorization, Retrieval
相关论文与出版物
- Semantic-aligned Fusion Transformer for One-shot Object Detection
  
  Yizhou Zhao, Xun Guo, Yan Lu
13:30 – 15:00 Talk session

Motion, Tracking, Registration, Vision & X, and Theory
相关论文与出版物
- Context-Aware Sequence Alignment using 4D Skeletal Augmentation
  
  Taein Kwon, Bugra Tekin, Siyu Tang, Marc Pollefeys
14:30 – 17:00 Poster session

3D From Multi-View & Sensors
相关论文与出版物
- IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo
  
  Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys
14:30 – 17:00 Poster session

Motion & Tracking
相关论文与出版物
- Correlation-Aware Deep Tracking
  
  Fei Xie, Chunyu Wang, Guangting Wang, Yue Cao, Wankou Yang, Wenjun Zeng
14:30 – 17:00 Poster session

Recognition: Detection, Categorization, Retrieval
相关论文与出版物
- Protecting Celebrities from DeepFake with Identity Consistency Transformer
  
  Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Ting Zhang, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo
14:30 – 17:00 Poster session

Self-, Semi-, Meta-, & Unsupervised Learning
相关论文与出版物
- SimMIM: A Simple Framework for Masked Image Modeling
  
  Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu
14:30 – 17:00 Poster session

Privacy and Federated Learning
相关论文与出版物
- Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings
  
  Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang
17:00 – 18:00 Keynote

Toward Integrative AI with Computer Vision

Xuedong Huang

08:30 – 10:18 Talk session

Image & Video Synthesis and Generation (I)
相关论文与出版物
- GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation
  
  Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong
- Vector Quantized Diffusion Model for Text-to-Image Synthesis
  
  Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang, Dongdong Chen, Lu Yuan, Baining Guo
08:30 – 10:18 Talk session

Deep Learning Architectures & Techniques
相关论文与出版物
- Grounded Language-Image Pre-training
  
  Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao
08:30 – 10:18 Talk session

Human Pose Estimation & Tracking, Localization, and Object Pose Estimation
相关论文与出版物
- Learning to Detect Scene Landmarks for Camera Localization
  
  Tien Do, Ondrej Miksik, Joseph DeGol, Hyun Soo Park, Sudipta Sinha
10:00 – 12:30 Poster session

Image & Video Synthesis and Generation
相关论文与出版物
- StyleSwin: Transformer-based GAN for High-resolution Image Generation
  
  Bowen Zhang, Shuyang Gu, Bo Zhang, Jianmin Bao, Dong Chen, Fang Wen, Yong Wang, Baining Guo
- MaskGIT: Masked Generative Image Transformer
  
  Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman
- Reduce Information Loss in Transformers for Pluralistic Image Inpainting
  
  Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu
10:00 – 12:30 Poster session

Deep Learning Architectures & Techniques
相关论文与出版物
- Swin Transformer V2: Scaling Up Capacity and Resolution
  
  Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
  
  Xiaoyi Dong, Jianmin Bao, Dong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Baining Guo
- MiniViT: Compressing Vision Transformers with Weight Multiplexing
  
  Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
10:00 – 12:30 Poster session

Efficient Learning & Inference
相关论文与出版物
- Multi-modal Extreme Classification
  
  Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma
10:00 – 12:30 Poster session

3D From Multi-View & Sensors
相关论文与出版物
- NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
  
  Zihan Zhu, Songyou Peng, Viktor Larsson, Weiwei Xu, Hujun Bao, Zhaopeng Cui, Martin R. Oswald, Marc Pollefeys
- Camera Pose Estimation using Implicit Distortion Models
  
  Linfei Pan, Marc Pollefeys, Viktor Larsson
10:00 – 12:30 Poster session

Pose Estimation & Tracking
相关论文与出版物
- FLAG: Flow-based 3D Avatar Generation from Sparse Observations
  
  Sadegh Aliakbarian, Pashmina Cameron, Federica Bogo, Andrew Fitzgibbon, Tom Cashman
13:30 – 15:00 Talk session

Security, Transparency, Fairness, Accountability, Privacy & Ethics in Vision
相关论文与出版物
- Pyramid Adversarial Training Improves ViT Performance
  
  Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang, Ce Liu, Dilip Krishnan, Deqing Sun
13:30 – 15:00 Talk session

Recognition, Learning for Vision, and Robot Vision
相关论文与出版物
- Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild
  
  Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
14:30 – 17:00 Poster session

Video Analysis & Understanding
相关论文与出版物
- Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
  
  Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
14:30 – 17:00 Poster session

Recognition: Detection, Categorization, Retrieval
相关论文与出版物
- Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model
  
  Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li
- Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation
  
  Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu, Zheng-jun Zha
14:30 – 17:00 Poster session

Self-, Semi-, Meta-, & Unsupervised Learning
相关论文与出版物
- DETReg: Unsupervised Pretraining with Region Priors for Object Detection
  
  Amir Bar, Xin Wang, Vadim Kantorov, Colorado J. Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson
- Debiased Learning from Naturally Imbalanced Pseudo-Labels
  
  Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu
- BEVT: BERT Pretraining of Video Transformers
  
  Rui Wang, Dong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan
14:30 – 17:00 Poster session

Adversarial Attack & Defense
相关论文与出版物
- Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart
  
  Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu, Tie-Yan Liu
- Shape-invariant 3D Adversarial Point Clouds
  
  Qidong Huang, Xiaoyi Dong, Dongdong Chen, Hang Zhou, Weiming Zhang, Nenghai Yu
14:30 – 17:00 Poster session

3D From Multi-View & Sensors
相关论文与出版物
- Learning to Find Good Models in RANSAC
  
  Daniel Barath, Luca Cavalli, Marc Pollefeys
- Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos
  
  Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Marc Pollefeys

08:30 – 10:18 Talk session

Representation Learning
相关论文与出版物
- Rethinking Minimal Sufficient Representation in Contrastive Learning
  
  Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu
08:30 – 10:18 Talk session

Vision & Language
相关论文与出版物
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
- WebQA: Multihop and Multimodal QA
  
  Yingshan Chang, Mridu Narang, Hisami Suzuki, Guihong Cao, Jianfeng Gao, Yonatan Bisk
10:00 – 12:30 Poster session

Representation Learning
相关论文与出版物
- Robust Contrastive Learning against Noisy Views
  
  Ching-Yao Chuang, Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
- Directional Self-supervised Learning for Heavy Image Augmentations
  
  Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei
- RegionCLIP: Region-based Language-Image Pretraining
  
  Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
10:00 – 12:30 Poster session

Navigation & Autonomous Driving
相关论文与出版物
- Privacy Preserving Partial Localization
  
  Marcel Geppert, Viktor Larsson, Johannes L. Schönberger, Marc Pollefeys
10:00 – 12:30 Poster session

Low-Level Vision
相关论文与出版物
- RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution
  
  Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov
10:00 – 12:30 Poster session

Computational Photography
相关论文与出版物
- Bringing Old Films Back to Life
  
  Ziyu Wan, Bo Zhang, Dongdong Chen, Jing Liao
10:00 – 12:30 Poster session

Vision & Language
相关论文与出版物
- LAFITE: Towards Language-Free Training for Text-to-Image Generation
  
  Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun
- SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning
  
  Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang
- Scaling Up Vision-Language Pre-training for Image Captioning
  
  Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang
- Injecting Semantic Concepts into End-to-End Image Captioning
  
  Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu
- HairCLIP: Design Your Hair by Text and Reference Image
  
  Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Zhentao Tan, Lu Yuan, Weiming Zhang, Nenghai Yu
- ReSTR: Convolution-free Referring Image Segmentation Using Transformers
  
  Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak
- An Empirical Study of Training End-to-End Vision-and-Language Transformers
  
  Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang (shuowa), Lijuan Wang (lijuanw), Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng
10:00 – 12:30 Poster session

Vision & Graphics
相关论文与出版物
- CoNeRF: Controllable Neural Radiance Fields
  
  Kacper Kania, Kwang Moo Yi, Marek Kowalski (HE/HIM), Tomasz Trzciński, Andrea Tagliasacchi
13:30 – 15:00 Talk session

Biometrics, Face & Gestures, and Medical Image Analysis
相关论文与出版物
- General Facial Representation Learning in a Visual-Linguistic Manner
  
  Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen
14:30 – 17:00 Poster session

Representation Learning
相关论文与出版物
- Unified Contrastive Learning in Image-Text-Label Space
  
  Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao
- Self-Supervised Image Representation Learning with Geometric Set Consistency
  
  Nenglun Chen, Lei Chu, Hao Pan, Yan Lu, Wenping Wang
14:30 – 17:00 Poster session

Scene Analysis and Understanding
相关论文与出版物
- Rethinking Spatial Invariance of Convolutional Networks for Object Counting
  
  Zhi-Qi Cheng, Qi Dai, Hong Li, JingKuan Song, Xiao Wu, Alexander Hauptmann
14:30 – 17:00 Poster session

Action and Event Recognition
相关论文与出版物
- Cross-modal Representation Learning for Zero-shot Action Recognition
  
  Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu
14:30 – 17:00 Poster session

Biometrics
相关论文与出版物
- PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition
  
  Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai
- Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation
  
  Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang

Microsoft at CVPR 2022

Sunday, June 19, 2022

Monday, June 20, 2022

Tuesday, June 21, 2022

Behavior Analysis

Vision Applications & Systems

Video Analysis & Understanding

Video Analysis & Understanding

3D From Single Images

Face & Gestures

Document Analysis & Understanding

Vision & Language

Wednesday, June 22, 2022

Recognition: Detection, Categorization, Retrieval

Low-Level Vision

Low-Level Vision

Recognition: Detection, Categorization, Retrieval

Motion, Tracking, Registration, Vision & X, and Theory

3D From Multi-View & Sensors

Motion & Tracking

Recognition: Detection, Categorization, Retrieval

Self-, Semi-, Meta-, & Unsupervised Learning

Privacy and Federated Learning

Toward Integrative AI with Computer Vision

Thursday, June 23, 2022

Image & Video Synthesis and Generation (I)

Deep Learning Architectures & Techniques

Human Pose Estimation & Tracking, Localization, and Object Pose Estimation

Image & Video Synthesis and Generation

Deep Learning Architectures & Techniques

Efficient Learning & Inference

3D From Multi-View & Sensors

Pose Estimation & Tracking

Security, Transparency, Fairness, Accountability, Privacy & Ethics in Vision

Recognition, Learning for Vision, and Robot Vision

Video Analysis & Understanding

Recognition: Detection, Categorization, Retrieval

Self-, Semi-, Meta-, & Unsupervised Learning

Adversarial Attack & Defense

3D From Multi-View & Sensors

Friday, June 24, 2022

Representation Learning

Vision & Language

Representation Learning

Navigation & Autonomous Driving

Low-Level Vision

Computational Photography

Vision & Language

Vision & Graphics

Biometrics, Face & Gestures, and Medical Image Analysis

Representation Learning

Scene Analysis and Understanding

Action and Event Recognition

Biometrics