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Computer Vision

Enabling computers and devices to understand what they see.

Microsoft at CVPR 2024: Innovations in computer vision and AI research

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Exploring how context, culture, and character matter in avatar research

FeatUp: A Model-Agnostic Framework for Features at Any Resolution

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Published Date

Publication

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

2022 Computer Vision and Pattern Recognition | April 2022

Publication

BankNote-Net: Open Dataset for Assistive Universal Currency Recognition

Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres

April 2022

Project

Publication

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

2022 Computer Vision and Pattern Recognition | April 2022

Publication

Video Swin Transformer

Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu

CVPR 2022 | April 2022

Publication

GriTS: Grid table similarity metric for table structure recognition

Brandon Smock, Rohith Pesala, Robin Abraham

April 2022

Access Project

Publication

Efficient Self-supervised Vision Transformers for Representation Learning

Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao

ICLR 2022 | April 2022

Github

Publication

Bringing Old Films Back to Life

Ziyu Wan, Bo Zhang, Dongdong Chen, Jing Liao

2022 Computer Vision and Pattern Recognition | March 2022

Event

Swiss Joint Research Center Workshop 2022

March 29, 2022 – March 30, 2022 | Lausanne, Switzerland

This two-day Workshop brought together PhD students and postdocs working on collaborative research projects between academia and Microsoft via the Swiss Joint Research Center, Mixed Reality & AI Zurich Lab, Mixed Reality & AI Cambridge Lab (opens in…

Joint Research Centre Workshop 2021 header image

Publication

Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning

Minghao Chen, Fangyun Wei, Chong Li, Deng Cai

2022 Computer Vision and Pattern Recognition | March 2022

Publication

Scaling Up Vision-Language Pre-training for Image Captioning

Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang

CVPR 2022 | March 2022

Project

Computer Vision

Highlights