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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

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Published Date

Publication

SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models

Xianda Guo, Ruijun Zhang, Yiqun Duan, Yuhang He, Dujun Nie, Wenke Huang, Chenming Zhang, Shuai Liu, Hao Zhao, Long Chen

NeurIPS 2025 | November 2024

Microsoft Research Blog

Introducing Yasuyuki Matsushita: Tackling societal challenges with AI at Microsoft Research Asia – Tokyo

November 18, 2024 | Yasuyuki Matsushita

Yasuyuki Matsushita rejoins Microsoft to lead the new Microsoft Research Asia – Tokyo lab. Learn more about his journey and his perspective on the Tokyo lab’s role in evolution of AI.

Microsoft Research Blog

Research Focus: Week of November 11, 2024

November 13, 2024

Holistic motion-capture calibration technique without calibration, manual intervention or custom hardware; Research on AI agents for autonomous clouds; Automating proof-oriented program construction; One-to-many testing for natural language code generation.

Research Focus: Week of November 11, 2024

Publication

Global Structure-from-Motion Revisited

Linfei Pan, Dániel Baráth, Marc Pollefeys, Johannes L. Schönberger

ECCV 2024 | November 2024

Publication

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation

Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu

November 2024

Github Project

Publication

GenXD: Generating Any 3D and 4D Scenes

Yuyang Zhao, Chung-Ching Lin, K. Lin, Zhiwen Yan, Linjie Li, Zhengyuan Yang, Jianfeng Wang, Gim Hee Lee, Lijuan Wang

ICLR 2025 | November 2024

Publication

No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images

Botao Ye, Sifei Liu, Haofei Xu, Xueting Li, Marc Pollefeys, Ming-Hsuan Yang, Songyou Peng

ICLR 2025 | October 2024

Publication

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation

Yining Hong, Beide Liu, Maxine Wu, Yuanhao Zhai, Kai-Wei Chang, Linjie Li, K. Lin, Chung-Ching Lin, Jianfeng Wang, Zhengyuan Yang, Yingnian Wu, Lijuan Wang

ICLR 2025 | October 2024

Publication

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models

Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Ting Liu, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 32nd ACM International Conference on Multimedia | October 2024

Publication

Making Every Frame Matter: Continuous Video Understanding for Large Models via Adaptive State Modeling

Hao Wu, Donglin Bai, Shiqi Jiang, Qianxi Zhang, Yifan Yang, Ting Cao, Fengyuan Xu

October 2024

Project

Computer Vision

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