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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

Publication

Agent AI Towards a Holistic Intelligence

Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao

arXiv: 2403.00833 | February 2024

Project

Publication

A Change Detection Reality Check

Isaac Corley, Caleb Robinson, Anthony Ortiz

February 2024

Project Project

Publication

Mission Critical — Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

February 2024

Project Project

Publication

Mission Critical – Satellite Data is a Distinct Modality in Machine Learning

Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner

2024 International Conference on Machine Learning | February 2024

Publication

SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras

Hanz Cuevas-Velasquez, Charlie Hewitt, Sadegh Aliakbarian, Tadas Baltrusaitis

2024 International Conference on 3D Vision (3DV) | January 2024, pp. 1446-1455

Tool

HoloAssist

A large-scale egocentric human interaction dataset, where two people collaboratively complete physical manipulation tasks.

GitHub Publication

Tool

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery [PyTorch implementation, dataset and pretrained models for the paper “SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery”]

GitHub Publication

Publication

BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Sheng Zhang, Yanbo Xu, Naoto Usuyama, Hanwen Xu, Jaspreet Bagga, Rob Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Andrea Tupini, Yu Wang, Matt Mazzola, Swadheen Shukla, Lars Liden, Jianfeng Gao, Matthew P Lungren, Tristan Naumann, Sheng Wang, Hoifung Poon

January 2024

Publication

Agent AI: Surveying the Horizons of Multimodal Interaction

Zane Durante, Qiuyuan Huang, Naoki Wake, Ran Gong , Jae Sung Park, Bidipta Sarkar, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Yejin Choi, Katsushi Ikeuchi, Hoi Vo, Fei-Fei Li, Jianfeng Gao

arXiv: 2401.03568 | January 2024

Project

Publication

Satellite images reveal untracked human activity on the oceans

Konstantin Klemmer, Esther Rolf

Nature | January 2024, Vol 625(7993): pp. 31-32

Computer Vision

Highlights