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Computer Vision

Enabling computers and devices to understand what they see.

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Published Date

Publication

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners

Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji

Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022

Publication

REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering

Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan

Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022

Project

Publication

TorchGeo: Deep Learning with Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM SIGSPATIAL 2022 | November 2022

Nominated for best paper

Project Project

Video

Designing AI Systems with Steerable Long-Term Dynamics

November 21, 2022 | Thorsten Joachims

The feedback that users provide through their choices (e.g. clicks, purchases) is one of the most common types of data readily available for training autonomous systems, and it is widely used in online platforms. However,…

01:38:56

Tool

Satellite Imagery Labeling Tool

This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.

GitHub

Publication

Two-Stream Network for Sign Language Recognition and Translation

Yutong Chen, Ronglai Zuo, Fangyun Wei, Yu Wu, Shujie Liu, Brian Mak

2022 Neural Information Processing Systems | November 2022

Publication

Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery

Md Nasir, Tina Sederholm, Anshu Sharma, Sundeep Reddy Mallu, Sumedh Ranjan Ghatage, Rahul Dodhia, Juan M. Lavista Ferres

NeurIPS AI+HADR Workshop 2022 | November 2022

Project Project

Publication

Distilled Dual-Encoder Model for Vision-Language Understanding

Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei

EMNLP 2022 | November 2022

Microsoft Research Blog

Research Focus: Week of October 24, 2022

October 27, 2022

Welcome to Research Focus, a new series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Microsoft is thrilled to announce the 2022…

Research Focus 02 - 2022 Global PhD Fellowship rEciepients and more...

Publication

UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling

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

ECCV | October 2022

Project

Computer Vision

Highlights