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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

Boosting Neural Representations for Videos with a Conditional Decoder

Xinjie Zhang, Ren Yang, Dailan He, Xingtong Ge, Tongda Xu, Yan Wang, Hongwei Qin, Jun Zhang

CVPR 2024 | February 2024

Publication

Neural Video Compression with Feature Modulation

Jiahao Li, Bin Li, Yan Lu

CVPR 2024 | February 2024

Microsoft Research Blog

Research Focus: Week of February 19, 2024

February 21, 2024 | Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Jesús Camacho Rodríguez, Karla Saur, Sudipta Sinha, Stephen Schneider, Serena Hillman

In this issue: CaaSPER: vertical autoscaling algorithm dynamically maintains optimal CPU utilization; Improved scene landmark detection for camera localization runs faster, uses less storage; ESUS simplifies usability questionnaires for technical products and services.

Research Focus Week of February 19, 2024

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

Dataset Source Code

HoloAssist

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

GitHub Publication

Dataset Source Code

SatCLIP

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

Computer Vision

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