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Computer vision

Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.

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

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Mihai-Alexandru Dusmanu, Ignacio Rocco, Tomas Pajdla, Marc Pollefeys, Josef Sivic, Akihiko Torii, Torsten Sattler

2019 Conference on Computer Vision and Pattern Recognition (CVPR) | May 2019

Microsoft Research Blog

Autonomous soaring – AI on the fly

May 7, 2019 | Andrey Kolobov

The past few years have seen tremendous progress in reinforcement learning (RL). From complex games to robotic object manipulation, RL has qualitatively advanced the state of the art. However, modern RL techniques require a lot…

Publication

A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks

Hadi Salman, Greg Yang, Huan Zhang, Cho-Jui Hsieh, Pengchuan Zhang

Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | May 2019

Publication

RealityCheck: Blending Virtual Environments with Situated Physical Reality

Jeremy Hartmann, Christian Holz, Eyal Ofek, Andrew D. Wilson

Proceedings of ACM CHI 2019 | May 2019

Publication

DPSNet: End-to-end deep plane sweep stereo

Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon

International Conference on Learning Representations (ICLR) | May 2019

Publication

Hybrid Scene Compression for Visual Localization

Federico Camposeco, Andrea Cohen, Marc Pollefeys, Torsten Sattler

2019 Conference on Computer Vision and Pattern Recognition (CVPR) | April 2019

Publication

StoryGAN: A Sequential Conditional GAN for Story Visualization

Yitong Li, Zhe Gan, Yelong Shen, JJ (Jingjing) Liu, Yu Cheng, Yuexin Wu, Lawrence Carin, David Carlson, Jianfeng Gao

CVPR 2019 | April 2019

Podcast

Holograms, spatial anchors and the future of computer vision with Dr. Marc Pollefeys

April 10, 2019

Episode 71, April 10, 2019 – On today’s podcast, Dr. Pollefeys brings us up to speed on the latest in computer vision research, including his innovative work with Azure Spatial Anchors, tells us how devices…

Marc Pollefeys wearing glasses and looking at the camera

Publication

H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions

Bugra Tekin, Federica Bogo, Marc Pollefeys

2019 Conference on Computer Vision and Pattern Recognition (CVPR) | April 2019

Project

Publication

DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image

Jiaxiong Qiu, Zhaopeng Cui, Yinda Zhang, Xingdi Zhang, Shuaicheng Liu, Bing Zeng, Marc Pollefeys

2019 Conference on Computer Vision and Pattern Recognition (CVPR) | April 2019

Computer vision

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