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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

Exploring Scalable Medical Image Encoders Beyond Text Supervision

Fernando Pérez-García, Harshita Sharma, Sam Bond-Taylor, Kenza Bouzid, Valentina Salvatelli, Maximilian Ilse, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Matthew P Lungren, Noel Codella, Stephanie Hyland, Javier Alvarez-Valle, Ozan Oktay

Nature Machine Intelligence | January 2025, Vol 7: pp. 119-130

Access Project

Publication

VLM-driven Behavior Tree for Context-aware Task Planning

Naoki Wake, Atsushi Kanehira, Jun Takamatsu, Kazuhiro Sasabuchi, Katsushi Ikeuchi

January 2025

Publication

Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications

Amrita Gupta, Anthony Ortiz, Simone Fobi Nsutezo, Duncan Kebut, Seema Iyer, Rahul Dodhia, Juan M. Lavista Ferres

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Publication

TorchGeo: Deep Learning With Geospatial Data

Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

ACM Transactions on Spatial Algorithms and Systems | January 2025

Project

Publication

GASP: Gaussian Avatars with Synthetic Priors

Jack Saunders, Charlie Hewitt, Yanan Jian, Marek Kowalski (HE/HIM), Tadas Baltrusaitis, Yiye Chen, Prof. Darren Cosker, Virginia Estellers, Nicholas Gyde, Vinay Namboodiri, Ben Lundell

2025 Computer Vision and Pattern Recognition | January 2025

Video

Publication

PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery

Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut, Seema Iyer, Luana Marotti, Rahul Dodhia, Juan M. Lavista Ferres, Anthony Ortiz

Proceedings of the Winter Conference on Applications of Computer Vision | January 2025

Project Project Project

Publication

VidTok: A Versatile and Open-Source Video Tokenizer

Anni Tang, Tianyu He, Junliang Guo, Xinle Cheng, Li Song, Jiang Bian

December 2024

Github

Publication

Modality-Driven Design for Multi-Step Dexterous Manipulation: Insights from Neuroscience

Naoki Wake, Atsushi Kanehira, Daichi Saito, Jun Takamatsu, Kazuhiro Sasabuchi, Hideki Koike, Katsushi Ikeuchi

December 2024

Publication

Sims: An Interactive Tool for Geospatial Matching and Clustering

Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Eduardo G Bendito, Medha Devare, Meklit Chernet, Gilles Quentin Hacheme, Rahul Dodhia, Juan M. Lavista Ferres

December 2024

Project Project Project

Publication

Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation

Jitesh Jain, Zhengyuan Yang, Humphrey Shi, Jianfeng Gao, Jianwei Yang

NeurIPS 2025 | December 2024

Computer Vision

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