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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

Tool

RAS: Region-Adaptive Sampling for Diffusion Transformers

The RAS library is an open-source implementation of Regional-Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional variability in sampling steps. Unlike conventional methods that uniformly process all image regions, RAS dynamically…

GitHub Publication

Video

Embodied AI: Bridging the Gap Between the Digital and Physical World | AI House Davos 2025

January 24, 2025

This panel delves into the transformative potential of embodied AI systems, showcasing their ability to operate in unstructured, hazardous, or hard-to-reach environments. From autonomous driving—where these systems navigate and interact alongside human participants—to search and…

55:46

Publication

LLaVA-Rad MIMIC-CXR Annotations

Juan Manuel Zambrano Chaves (juanza), Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama (naotous), Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu-Hsin Wei, Tristan Naumann, Muhao Chen, Matthew P Lungren, Akshay Chaudhari, Serena Yeung, Curtis Langlotz, Sheng Wang, Hoifung Poon

January 2025

Publication

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing

Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad

January 2025

Project

Publication

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs

Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei

January 2025

Access

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

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

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

Computer Vision

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