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Computer Vision

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

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Published Date

Publication

Generative Latent Coding for Ultra-Low Bitrate Image Compression

Zhaoyang Jia, Jiahao Li, Bin Li, Houqiang Li, Yan Lu

The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024

Publication

Structure-from-Motion from Pixel-wise Correspondences

Philipp Lindenberger, Paul-Edouard Sarlin, Marc Pollefeys

The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024

Publication

Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation

Andres Hernandez Celis, Zhongqi Miao, Luisa Vargas Daza, Rahul Dodhia, Juan M. Lavista Ferres

May 2024

Publication

Improving the Training of Rectified Flows

Sangyun Lee, Zinan Lin, Giulia Fanti

NeurIPS 2024 | May 2024

Publication

XFeat: Accelerated Features for Lightweight Image Matching

Guilherme A. Potje, Felipe Cadar, Andre Araujo, Renato Martins, Erickson R. Nascimento

CVPR 2024 | April 2024

Publication

Efficient Solution of Point-Line Absolute Pose

Petr Hruby, Timothy Duff, Marc Pollefeys

CVPR 2024 | April 2024

Microsoft Research Blog

Research Focus: Week of April 15, 2024

April 17, 2024 | Mihaela Vorvoreanu, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Ricardo Bianchini, Qianhui Wu, Huiqiang Jiang, Molly Xia, Xufang Luo, Jue Zhang, Qingwei Lin 林庆维, Victor Ruehle, Yuqing Yang, Chin-Yew Lin, Lili Qiu, Dongmei Zhang, Millicent Ochieng, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andy Wilson, Bill Buxton, Abigail Sellen, Sean Rintel, Mark Hamilton, Payod Panda

In this issue: New research on appropriate reliance on generative AI; Power management opportunities for LLMs in the cloud; LLMLingua-2 improves task-agnostic prompt compression; Enhancing COMET to embrace under-resourced African languages:

Project

VASA-1

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Tool

Identifying Whales in High-resolution Satellite Imagery

This repository contains code for an active learning (opens in new tab) pipeline for detecting whales in high-resolution satellite imagery.

GitHub

Tool

Turkana grid mapping

Mapping electrical infrastructure can support measuring access to electricity and can help identify opportunities to improve or extend existing power infrastructure.

GitHub

Computer Vision

Highlights