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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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公開日

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models

Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou

NeurIPS 2023 | April 2023

動画

Holoportation system utilizing Azure Kinects + RGB capture

April 17, 2023 | Spencer Fowers

This video was captured using the new Holoportation system that utilizes Azure Kinects for depth + RGB capture. We have found that the Azure Kinects provide some of the highest quality depth data of any…

0:32

公開日

Visual Instruction Tuning

Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee

NeurIPS 2023 | April 2023

Oral Presentation Project Page: https://llava-vl.github.io/

プロジェクト

公開日

ArK: Augmented Reality with Knowledge Emergent Infrastructure

Qiuyuan Huang, James Park, Abhinav Gupta, Pan Lu, Paul Bennett, Ran Gong, Subhojit Som, Baolin Peng, Owais Khan Mohammed, Chris Pal, Yejin Choi, Jianfeng Gao

Selected as the project in HackBox 2023; Shipped to Office Teams | April 2023

プロジェクトプロジェクト

公開日

A Large-scale Robustness Analysis of Video Action Recognition Models

Madeline Chantry Schiappa, Naman Biyani, Prudvi Kamtam, Shruti Vyas, Hamid Palangi, Vibhav Vineet, Yogesh Rawat

April 2023

公開日

Instruction Tuning with GPT-4

Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, Jianfeng Gao

MSR-TR-2023-35 | April 2023

Microsoft による投稿

Project Page: https://instruction-tuning-with-gpt-4.github.io/

プロジェクト

公開日

GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

Arthi Padmanabhan , Neil Agarwal , Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu , Ravi Netravali

USENIX NSDI | April 2023

プロジェクト

公開日

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics

Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl

USENIX NSDI | April 2023

プロジェクト

3D Telemedicine

Bringing specialized healthcare to rural and underserved communities with live 3D communication Our paper, “Participatory Development of a 3D Telemedicine system during Covid: the future of remote consultations” received the Top Paper award at BAPRAS…

公開日

Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching

Donggyun Kim, Jinwoo Kim, Seongwoong Cho, Chong Luo, Seunghoon Hong

ICLR 2023 | March 2023

Outstanding Paper

Computer vision

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