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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

Video

Microsoft Research India – The evolution

September 30, 2025 | Venkat Padmanabhan, P. Anandan, Rick Rashid, Peter Lee, Doug Burger, Sriram Rajamani

Learn about Microsoft Research India’s journey from its inception to becoming a leading research center in computer science in India.

Peter Lee, Sriram Rajamani, Venkat Padmanabhan, and Doug Burger standing together smiling

06:04

Publication

When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs

Jinming Liu, Zhaoyang Jia, Jiahao Li, Bin Li, Xin Jin, Wenjun Zeng, Yan Lu

ICLR 2026 | September 2025

Publication

Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving

Pengxiang Li, Yinan Zheng, Yue Wang, Huimin Wang, Hang Zhao, Jingjing Liu, Xianyuan Zhan, Kun Zhan, Xianpeng Lang

ICLR 2026 | September 2025

Publication

EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing

Tianyu Chen, Yasi Zhang, Zhi Zhang, Peiyu Yu, Shu Wang, Zhendong Wang, K. Lin, Xiaofei Wang, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Jianwen Xie, Oscar Leong, Lijuan Wang, Y. Wu, Mingyuan Zhou

ICLR 2026 | September 2025

Publication

EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

Tianyu Chen, Yasi Zhang, Zhi Zhang, Peiyu Yu, Shu Wang, Zhendong Wang, Kevin Lin, Xiaofei Wang, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Jianwen Xie, Oscar Leong, Lijuan Wang, Ying Nian Wu, Mingyuan Zhou

September 2025

Publication

Lost in Embeddings: Information Loss in Vision-Language Models

Wenyan Li, Raphael Tang, Chengzu Li, Caiqi Zhang, Ivan Vuli'c, Anders Søgaard

September 2025

Publication

UnLoc: Leveraging Depth Uncertainties for Floorplan Localization

Matthias Wüest, Francis Engelmann, Ondrej Miksik, Marc Pollefeys, Dániel Baráth

ICLR 2026 | September 2025

Publication

Value bounds and Convergence Analysis for Averages of LRP attributions

Alexander Binder, Nastaran Takmil-Homayouni, Urun Dogan

September 2025

Publication

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies

Moritz Reuss, Hongyi Zhou, Marcel Ruhle, Omer Erdincc Yaugmurlu, Fabian Otto, Rudolf Lioutikov

September 2025

Video

MindJourney: Test-Time Scaling with World Models for Spatial Reasoning

August 20, 2025 | Reuben Tan

The video introduces MindJourney, a framework that enhances Vision-Language Models (VLMs), which excel at interpreting single images but struggle to infer the underlying three-dimensional world. By allowing the VLM to “imagine” moving through the scene…

01:15

Computer Vision

Highlights