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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

Hant: Hardware-Aware Network Transformation

Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat

July 2021

Project Project

Publication

Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation

Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

ICCV 2021 | July 2021

Publication

Self-Supervised Visual Representations Learning by Contrastive Mask Prediction

Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

ICCV 2021 | July 2021

Publication

Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification

Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Jiawei Liu, Zhizheng Zhang, Zheng-Jun Zha

ACM Multimedia (to appear) | July 2021

Publication

Perceptual Friendly Variable Rate Image Compression

Yixin Gao, Yaojun Wu, Zongyu Guo, Zhizheng Zhang, Zhibo Chen

IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW 2021) | July 2021

Publication

Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs

Shruthi Bannur, Ozan Oktay, Melanie Bernhardt, Anton Schwaighofer, Rajesh Jena, Besmira Nushi, Sharan Wadhwani, Aditya Nori, Kal Natarajan, Shazad Ashraf, Javier Alvarez-Valle, Daniel Coelho de Castro

ICML 2021 Workshop on Interpretable Machine Learning in Healthcare | July 2021

Project Project Project Project

Video

Visual Recognition beyond Appearances, and its Robotic Applications

June 30, 2021 | Yezhou Yang

The goal of Computer Vision, as coined by Marr, is to develop algorithms to answer What are Where at When from visual appearance. The speaker, among others, recognizes the importance of studying underlying entities and…

01:05:26

Publication

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

2021 Computer Vision and Pattern Recognition | June 2021

Tool

CausalCity

This is the official code repository to accompany the paper CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. Here we provide Python code for generating and logging scenarios using the simulation environment as…

GitHub Publication

Publication

Uncertainty-Aware Few-Shot Image Classification

Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang

to appear in International Joint Conference on Artificial Intelligence (IJCAI), 2021. | June 2021

Computer Vision

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