CVPR 2021 header: organic network on dark background

June 19, 2021 - June 25, 2021

Microsoft at CVPR 2021

Location: Virtual

All times are in EDT (UTC -4)

10:00 – 17:40 Workshop

EarthVision: Large Scale Computer Vision for Remote Sensing Imagery

Technical Committee: Caleb Robinson
10:00 – 21:00 Workshop

First International Workshop on Affective Understanding in Video

Speaker: Daniel McDuff
10:00 – 21:00 Workshop

New Trends in Image Restoration and Enhancement Workshop and Challenges

PC members: Stephen Lin, Wenjun Zeng
10:00 – 18:00 Workshop

VizWiz Grand Challenge: Describing Images Taken by Blind People

Speaker: Daniela Massiceti
Organizer: Ed Cutrell
11:00 – 22:00 Workshop

LXCV research workshop

Program Committee: Andrea Treviño Gavito, Victor Fragoso
13:00 – 18:15 Workshop

Sixth International Skin Imaging Collaboration (ISIC) Workshop on Skin Image Analysis

Steering Committee: Noel C. F. Codella
15:00 – 23:30 Workshop

Women in Computer Vision (WiCV) Workshop

Microsoft is a sponsor

08:00 – 16:00 Workshop

Learning from Limited or Imperfect Data

Organizer: Noel C. F. Codella
10:00 – 17:30 Tutorial

From VQA to VLN: Recent Advances in Vision-and-Language Research

Organizers: Zhe Gan, Linjie Li, Jingjing Liu, Luowei Zhou
10:00 – 18:00 Tutorial

SMPL made Simple

Speakers: Tom Cashman, Erroll Wood, Federica Bogo
11:00 – 15:30 Workshop

Dynamic Neural Networks Meets Computer Vision

Speaker: Zicheng Liu
11:00 – 15:30 Workshop

The 3rd workshop on Learning from Unlabeled Videos

Organizer: Yale Song
11:00 – 15:00 Workshop

The 2nd International Workshop and Prize Challenge on Agriculture-Vision: Challenges & Opportunities for Computer Vision in Agriculture

Speaker: Ranveer Chandra

11:00 – 13:30 Poster session

Paper Session One
Related Publications
- Multi-Label Learning From Single Positive Labels
  
  Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
22:00 – 00:30 Poster session

Paper Session Two
Related Publications
- CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement
  
  Noranart Vesdapunt, Baoyuan Wang
- Deep Implicit Moving Least-Squares Functions for 3D Reconstruction
  
  Shi-Lin Liu, Hao-Xiang Guo, Hao Pan, Peng-Shuai Wang, Xin Tong, Yang Liu
- Privacy Preserving Localization and Mapping From Uncalibrated Cameras
  
  Marcel Geppert, Viktor Larsson, Pablo Speciale, Johannes L. Schönberger, Marc Pollefeys
- End-to-End Human Pose and Mesh Reconstruction with Transformers
  
  Kevin Lin, Lijuan Wang, Zicheng Liu
- Multi-attentional Deepfake Detection
  
  Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Tianyi Wei, Weiming Zhang, Nenghai Yu
- Unsupervised Visual Representation Learning by Tracking Patches in Video
  
  Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
- Semi-Supervised Semantic Segmentation With Cross Pseudo Supervision
  
  Xiaokang Chen, Yuhui Yuan, Gang Zeng, Jingdong Wang

06:00 – 08:30 Poster session

Paper Session Three
Related Publications
- S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
  
  Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng
- NeuralFusion: Online Depth Fusion in Latent Space
  
  Silvan Weder, Johannes L. Schönberger, Marc Pollefeys, Martin R. Oswald
- Back to the Feature: Learning Robust Camera Localization From Pixels To Pose
  
  Paul-Edouard Sarlin, Ajaykumar Unagar, Måns Larsson, Hugo Germain, Carl Toft, Viktor Larsson, Marc Pollefeys, Vincent Lepetit, Lars Hammarstrand, Fredrik Kahl, Torsten Sattler
- DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
  
  Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Jiri Matas, Marc Pollefeys
- M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
  
  Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Jianfeng Gao, Dongdong Zhang, Nan Duan
- Instance Localization for Self-supervised Detection Pretraining
  
  Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
- UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training
  
  Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu
11:00 – 13:30 Poster session

Paper Session Four
Related Publications
- DAP: Detection-Aware Pre-training with Weak Supervision
  
  Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang, Lei Zhang
- Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
  
  Chulin Xie, Chuxin Wang, Bo Zhang, Hao Yang, Dong Chen, Fang Wen
- 3D CNNs with Adaptive Temporal Feature Resolutions
  
  Mohsen Fayyaz, Emad Bahrami, Ali Diba, Mehdi Noroozi, Ehsan Adeli, Luc Van Gool, Juergen Gall
- Partition-Guided GANs
  
  Mohammadreza Armandpour, Ali Sadeghian, Chunyuan Li, Mingyuan Zhou
- VinVL: Revisiting Visual Representations in Vision-Language Models
  
  Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao
22:00 – 00:30 Poster session

Paper Session Five
Related Publications
- Context Modeling in 3D Human Pose Estimation: A Unified Perspective
  
  Xiaoxuan Ma, Jiajun Su, Chunyu Wang, Hai Ci, Yizhou Wang
- GMOT-40: A Benchmark for Generic Multiple Object Tracking
  
  Hexin Bai, Wensheng Cheng, Peng Chu, Juehuan Liu, Kai Zhang, Haibin Ling

06:00 – 08:30 Poster session

Paper Session Six
Related Publications
- Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling
  
  Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu
- Dynamic Head: Unifying Object Detection Heads with Attentions
  
  Xiyang Dai, Yinpeng Chen, Bin (Leo) Hsiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
- Probabilistic Model Distillation for Semantic Correspondence
  
  Xin Li, Deng-Ping Fan, Fan Yang, Ao Luo, Hong Cheng, Zicheng Liu
- Diverse Semantic Image Synthesis via Probability Distribution Modeling
  
  Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu
- CDFI: Compression-Driven Network Design for Frame Interpolation
  
  Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov
- Unsupervised Part Segmentation through Disentangling Appearance and Shape
  
  Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu
11:00 – 13:30 Poster session

Paper Session Seven
Related Publications
- TAP: Text-Aware Pre-training for Text-VQA and Text-Caption
  
  Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo
- Holistic 3D Scene Understanding from a Single Image with Implicit Representation
  
  Cheng Zhang, Zhaopeng Cui, Yinda Zhang, Bing Zeng, Marc Pollefeys, Shuaicheng Liu
- Image Restoration for Under-Display Camera
  
  Yuqian Zhou, David Ren, Neil Emerton, Sehoon Lim, Timothy Large
22:00 – 00:30 Poster session

Paper Session Eight
Related Publications
- Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence
  
  Yu Deng, Jiaolong Yang, Xin Tong
- Lite-HRNet: A Lightweight High-Resolution Network
  
  Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang
- Dynamic Transfer for Multi-Source Domain Adaptation
  
  Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
- Context-aware Biaffine Localizing Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei

06:00 – 08:30 Poster session

Paper Session Nine
Related Publications
- SOLD2: Self-supervised Occlusion-aware Line Description and Detection
  
  Rémi Pautrat, Juan-Ting Lin, Viktor Larsson, Martin R. Oswald, Marc Pollefeys
- CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
  
  Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, Fang Wen
- Cross-Iteration Batch Normalization
  
  Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
- Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
  
  Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen
- SSAN: Separable Self-Attention Network for Video Representation Learning
  
  Xudong Guo, Xun Guo, Yan Lu
11:00 – 13:30 Poster session

Paper Session Ten
Related Publications
- Understanding Failures of Deep Networks via Robust Feature Extraction
  
  Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz
- Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
  
  Zhicheng Huang*, Zhaoyang Zeng*, Yupan Huang*, Bei Liu, Dongmei Fu, Jianlong Fu
- PatchMatch-Based Neighborhood Consensus for Semantic Correspondence
  
  Jae Yong Lee, Joseph DeGol, Victor Fragoso, Sudipta Sinha
22:00 – 00:00 Poster session

Paper Session Eleven
Related Publications
- PatchmatchNet: Learned Multi-View Patchmatch Stereo
  
  Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys
- Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings
  
  Mihai Dusmanu, Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys
- Capsule Network is Not More Robust than Convolutional Network
  
  Jindong Gu, Volker Tresp, Han Hu
- Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
  
  Fatemeh Sadat Saleh, Sadegh Aliakbarian, Hamid Rezatofighi, Mathieu Salzmann, Stephen Gould
- DeepSurfels: Learning Online Appearance Fusion
  
  Marko Mihajlovic, Silvan Weder, Marc Pollefeys, Martin R. Oswald
- Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression
  
  Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang
- Unsupervised Pre-training for Person Re-identification
  
  Dengpan Fu, Dong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li
- LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
  
  Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu
- DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion
  
  Arda Düzçeker, Silvano Galliani, Christoph Vogel, Pablo Speciale, Mihai Dusmanu, Marc Pollefeys
- Improved Image Matting via Real-time User Clicks and Uncertainty Estimation
  
  Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Hanqing Zhao, Weiming Zhang, Nenghai Yu

06:00 – 08:30 Poster session

Paper Session Twelve
Related Publications
- High-Fidelity and Arbitrary Face Editing
  
  Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen, Fang Wen, Zhouhui Lian
- Wasserstein Contrastive Representation Distillation
  
  Liqun Chen, Dong Wang, Zhe Gan, Jingjing Liu, Ricardo Henao, Lawrence Carin
- One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
- MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation
  
  Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
  
  Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
08:00 – 17:00 Workshop

Workshop on Computer Vision for Microscopy Image Analysis

Mei Chen; Daniel J. Hoeppner; Dimitris N. Metaxas; Steve Finkbeiner
10:00 – 14:00 Workshop

17th IEEE Workshop on Perception Beyond the Visible Spectrum

Program Committee: Gang Hua
11:00 – 15:00 Workshop

The Fourth International Workshop on Computer Vision for Physiological Measurement

Program Co-Chair: Daniel McDuff
11:00 – 15:00 Workshop

Image Matching: Local Features and Beyond

Speaker: Marc Pollefeys
Organizer: Johannes Schönberger
11:00 – 00:00 Workshop

2th Workshop on Extreme Vision Modeling

Speaker: Manik Varma
11:00 – 19:00 Workshop

Workshop on Neural Architecture Search: 1st lightweight NAS challenge and moving beyond

Organizer: Sameera Lanka
11:30 – 21:00 Workshop

Beyond Fairness: Towards a Just, Equitable, and Accountable Computer Vision

Speaker: Morgan Klaus Scheuerman (2021 MSR Research Fellow)
12:30 – 20:15 Workshop

Workshop on Computer Vision for Microscopy Image Analysis

Chair: Mei Chen
Program Committee: Gaurav Mittal
15:00 – 19:40 Workshop

Computer Vision for Animal Behavior Tracking and Modeling

Speaker: Andrew Fitzgibbon

Microsoft at CVPR 2021

Saturday, June 19, 2021

Sunday, June 20, 2021

Monday, June 21, 2021

Tuesday, June 22, 2021

Paper Session Five

Wednesday, June 23, 2021

Paper Session Six

Thursday, June 24, 2021

Friday, June 25, 2021