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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

Lymphoma lesion segmentation DNN

Lymphoma lesion segmentation and quantitation plays a pivotal role in the diagnosis, treatment planning, and monitoring of lymphoma patients. Accurate segmentation allows for the precise delineation of pathological regions, aiding clinicians in assessing disease extent…

GitHub Publication

Publication

3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology

Asma Ben Abacha, Alberto Santamaria-Pang, Ho Hin Lee, Jameson Merkow, Qin Cai, Surya Teja Devarakonda, Abdullah Islam, Julia Gong, Matthew P Lungren, Thomas Lin, Noel Codella, Ivan Tarapov

arXiv:2311.13752 | November 2023

Publication

MAIRA-1: A specialised large multimodal model for radiology report generation

Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Mercy Ranjit, Anton Schwaighofer, Fernando Pérez-García, Valentina Salvatelli, Shaury Srivastav, Anja Thieme, Noel Codella, Matthew P Lungren, Maria Teodora Wetscherek, Ozan Oktay, Javier Alvarez-Valle

MSR-TR-2023-47 | November 2023

Published by Microsoft

Project

Publication

Visual In-Context Prompting

Feng Li, Qing Jiang, Hao Zhang, Tianhe Ren, Shilong Liu, Xueyan Zou, Hu-Sheng Xu, Hongyang Li, Chunyuan Li, Jianwei Yang, Lei Zhang, Jianfeng Gao

CVPR 2024 | November 2023

Publication

GPT-4V(ision) for Robotics: Multimodal Task Planning From Human Demonstration

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

IEEE Robotics and Automation Letters | November 2023, Vol 9(11): pp. 10567-10574

Publication

SNI-SLAM: Semantic Neural Implicit SLAM

Siting Zhu, Guangming Wang, Hermann Blum, Jiuming Liu, Liang Song, Marc Pollefeys, Hesheng Wang

CVPR 2024 | November 2023

Publication

Multiple View Geometry Transformers for 3D Human Pose Estimation

Ziwei Liao, Jialiang Zhu, Chunyu Wang, Han Hu, Steven L. Waslander, Han Hu

CVPR 2024 | November 2023

Video

NeurIPs 2020: MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval

November 16, 2023

We introduce MosAIc, an interactive website that allows users to discover hidden connections between works of art across culture, media, artists, and time. MosAIc finds “visual analogies”, or works of art with the same semantic…

15:59

Publication

Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images

Shadab Ahamed, Yixi Xu, C. Gowdy, O. JooH., I. Bloise, Don Wilson, Patrick Martineau, François Bénard, F. Yousefirizi, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Carlos F. Uribe, Arman Rahmim

November 2023

Github

Microsoft Research Blog

Research Focus: Week of November 8, 2023

November 8, 2023

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Generating both plausible and accurate full body avatar…

Computer Vision

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