Matt Deitke

基本信息

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职业迁徙

个人简介

My research interests are in computer vision, deep learning, and embodied AI. I am interested in building AI systems that are broadly useful and robust. I led the development of Molmo, ProcTHOR, Objaverse, and Phone2Proc.

研究兴趣

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Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

CVPR 2025 (2025)

引用0浏览0EI引用

Scaling Text-Rich Image Understanding Via Code-Guided Synthetic Multimodal Data Generation

Yue Yang,Ajay Patel,Matt Deitke,Tanmay Gupta,Luca Weihs,Andrew Head,Mark Yatskar,Chris Callison-Burch,Ranjay Krishna,Aniruddha Kembhavi,Christopher Clark

CoRR (2025)

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From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos

Matthew Wallingford,Anand Bhattad,Aditya Kusupati,Vivek Ramanujan,Matt Deitke,Aniruddha Kembhavi,Roozbeh Mottaghi,Wei-Chiu Ma,Ali Farhadi

NeurIPS 2024 (2024)

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Objaverse: A Universe of Annotated 3D Objects

Matt Deitke,Dustin Schwenk,Jordi Salvador,Luca Weihs,Oscar Michel,Eli VanderBilt,Ludwig Schmidt,Kiana Ehsani,Aniruddha Kembhavi,Ali Farhadi

CVPR 2023（2023）

引用958浏览0EIWOS引用

958

Phone2Proc: Bringing Robust Robots into Our Chaotic World

Matt Deitke,Rose Hendrix,Ali Farhadi,Kiana Ehsani,Aniruddha Kembhavi

CVPR 2023（2023）

引用18浏览0EIWOS引用

Objaverse-XL: A Universe of 10M+ 3D Objects

Matt Deitke,Ruoshi Liu,Matthew Wallingford,Huong Ngo,Oscar Michel,Aditya Kusupati,Alan Fan, Christian Laforte,Vikram Voletis,Samir Yitzhak Gadre,Eli VanderBilt,Aniruddha Kembhavi,Carl Vondrick,Georgia Gkioxari,Kiana Ehsani,Ludwig Schmidt,Ali Farhadi

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023) (2023)

引用399浏览0EI引用

399

ProcTHOR: Large-Scale Embodied AI Using Procedural Generation

Matt Deitke,Eli VanderBilt,Alvaro Herrasti,Luca Weihs,Kiana Ehsani,Jordi Salvador,Winson Han,Eric Kolve,Aniruddha Kembhavi,Roozbeh Mottaghi

NEURIPS 2022（2022）

引用249浏览0EI引用

249

Visual Room Rearrangement

Luca Weihs,Matt Deitke,Aniruddha Kembhavi,Roozbeh Mottaghi

CVPR（2021）

引用165浏览0EIWOS引用

165

RoboTHOR: an Open Simulation-to-Real Embodied AI Platform

Matt Deitke,Winson Han,Alvaro Herrasti,Aniruddha Kembhavi,Eric Kolve,Roozbeh Mottaghi,Jordi Salvador,Dustin Schwenk,Eli VanderBilt,Matthew Wallingford,Luca Weihs,Mark Yatskar,Ali Farhadi

Computer Vision and Pattern Recognitionpp.3161-3171, (2020)

引用297浏览0EIWOS引用

297

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