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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

Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification

Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wenjun Zeng, Shin’ichi Satoh

International Joint Conference on Artificial Intelligence (IJCAI) (Survey Track) | April 2020

Publication

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Zhicheng Huang*, Zhaoyang Zeng*, Bei Liu, Dongmei Fu, Jianlong Fu

MSR-TR-2020-51 | April 2020

Published by Microsoft

Project

Publication

VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai

Eighth International Conference on Learning Representations (ICLR) | April 2020

Github

Publication

Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation

Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai

International Conference on Learning Representations (ICLR) | April 2020

Publication

A Dynamic AI System for Extending the Capabilities of Blind People

Martin Grayson, Anja Thieme, Rita Marques, Daniela Massiceti, Ed Cutrell, Cecily Morrison

CHI 2020 Extended Abstracts | April 2020

DOI: https://doi.org/10.1145/3334480.3383142

Project Project

Publication

On the Variance of the Adaptive Learning Rate and Beyond

Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han

Eighth International Conference on Learning Representations (ICLR) | April 2020

Project

Publication

TartanAir: A Dataset to Push the Limits of Visual SLAM

Wenshan Wang, Delong Zhu, Xiangwei Wang, Yaoyu Hu, Yuheng Qiu, Chen Wang, Yafei Hu, Ashish Kapoor, Sebastian Scherer

March 2020

Video Github

Webinar

Designing computer vision algorithms to describe the visual world to people who are blind or low vision webinar

March 26, 2020 | Virtual/Online

In this webinar with Dr. Danna Gurari, Assistant Professor in the School of Information at University of Texas at Austin, and Dr. Ed Cutrell, Senior Principal Researcher in the Microsoft Research Ability Group, learn how…

Ed and Danna's webinar on computer vision

Podcast

Microsoft’s AI Transformation, Project Turing and smarter search with Rangan Majumder

March 25, 2020

Rangan Majumder is the Partner Group Program Manager of Microsoft’s Search and AI, and he has a simple goal: to make the world smarter and more productive. But nobody said simple was easy, so he…

Tool

RoomAlive Toolkit Download

The RoomAlive Toolkit is an open source SDK that enables developers to calibrate a network of multiple Kinect sensors and video projectors. The toolkit also provides a simple projection mapping sample that can be used…

GitHub

Computer Vision

Highlights