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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

Microsoft Research Blog

ECCV 2022 highlights: Advancing the foundations of mixed reality

October 24, 2022

Computer vision is one of the most remarkable developments to emerge from the field of computer science. It’s among the most rapidly growing areas in the technology landscape and has the potential to significantly impact…

This image contains two panels. The panel on the left is titled “3D face reconstruction” and depicts two faces of real people and corresponding face models developed using the dense landmarks method with 703 facial landmarks. The panel on the right is titled “Benchmarking localization and mapping for AR” and shows the interior of a building with paths—or sequences—where people had captured the environment using Microsoft HoloLens.

Publication

Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align

Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang

European Conference on Computer Vision (ECCV 2022) | October 2022

Publication

Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction

Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang

European Conference on Computer Vision (ECCV 2022) | October 2022

Publication

Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution

Zhongwei Qiu, Huan Yang, Jianlong Fu, Dongmei Fu

ECCV 2022 | October 2022

Project

Publication

Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models

Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang

European Conference on Computer Vision (ECCV 2022) | October 2022

Publication

Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training

Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan

European Conference on Computer Vision (ECCV 2022) | October 2022

Publication

Robustness Analysis of Video-Language Models Against Visual and Language Perturbations

Madeline C. Schiappa, Shruti Vyas, Hamid Palangi, Yogesh S. Rawat, Vibhav Vineet

2022 Neural Information Processing Systems | October 2022

Publication

DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization

Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Participatory Development of a 3D Telemedicine system during Covid: the future of remote consultations

Spencer Fowers, Thiago V. Spina, Andrea Britto Mattos Lima, Ben Cutler, David Tittsworth, Mike Shepperd, Wayne Chang, Amber Hoak, Johnny Johnson, Whitney Hudson

Journal of Plastic, Reconstructive & Aesthetic Surgery | October 2022

Video Project Project Project

Computer Vision

Highlights