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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

Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs

Rohit Sinha, Aditya Kanade, Sai Srinivas Kancheti, Vineeth N Balasubramanian, Tanuja Ganu

2026 Annual Meeting of the Association for Computational Linguistics | July 2026

Publication

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models

He Liang, Chenyang Ma, Yiming Zhang, Sangyun Shin, Andrew Markham, A. Trigoni, Yuhang He

NeurIPS 2026 | July 2026

Publication

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

Lingao Xiao, Yalun Dai, Yangyu Huang, Qihao Zhao, Wenshan Wu, Hugo He, Ruishuo Chen, Jingming Jiang, Qianli Ma, Jiahuan Zhang, Xin Zhang, Ying Xin, Yang Ou, Yan Xia, Scarlett Li, Longbo Huang, Zhipeng Zhang, Yang He, Yap Kim Hui, Yan Lu

July 2026

arXiv | July 2026

Publication

VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

Jun-Lin Fang, Wenyu Chen, Reshmi Ghosh, Robert Sim, Ahmed Salem, Vitor Carvalho, Emily Lawton, Sharon Li, Jack W. Stokes, Sean Du

2026 NeurIPS | July 2026

Publication

Teaming Up with AI: Coordination and Cooperation

Nicole Immorlica, Inbal Talgam-Cohen

July 2026

Publication

OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout

Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, V. Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yicheng Jin, Mahanth Gowda

July 2026

arXiv | July 2026

Publication

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang

July 2026

arXiv | July 2026

Microsoft Research Blog

SkillOpt: Agent skills as trainable parameters

June 30, 2026 | Yifan Yang, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Dongdong Chen, Chong Luo

AI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement. Learn how SkillOpt turns skill editing into a training process, making agent behavior more reliable without changing model…

SkillOpt blog | three white line icons on an abstract green background | shield icon, gear icon, circle with checkmark icon

Video

Session on Retrieval

June 26, 2026 | Lokesh Nagalapatti, Soumen Chakrabarti

Microsoft Research India Academic Research Summit 2026Speakers: Lokesh Nagalapatti, Soumen Chakrabarti#MSRI #ARS2026 HOBIT- Lokesh Nagalapatti, Microsoft A Dense Subset Index for Collective Query Coverage – Soumen Chakrabarti, IITB

01:06:25

Video

Session on Reasoning

June 26, 2026 | Hongxiang Fan, Nagarajan Natarajan

Microsoft Research India Academic Research Summit 2026Speakers: Hongxiang Fan, Imperial College London; Nagarajan Natarajan, Microsoft Research India#MSRI #ARS2026

01:22:21

Computer vision

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