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

Vision-Language Models

Ai22024-09-2518 researchers
Field
Vision-Language Models
Organization
Ai2
arXiv
2409.17146

Canonical link

https://arxiv.org/abs/2409.17146

Connected researchers

Profile Reports

Sangho Lee

Ai2

Researcher at the Allen Institute for AI (Ai2) working on vision-language and multimodal AI, with a focus on reliable reasoning and understanding beyond text.

Ai2
United States 1
Profile Reports

Noah A. Smith

Ai2

Noah A. Smith is a computer scientist and professor at the University of Washington, where he serves as Vice Provost for Artificial Intelligence and co-directs the OLMo open language modeling effort with Ai2. His research focuses on natural language processing, machine learning, and evaluation methodology.

Ai2
United States 7
Profile Reports

Maarten Sap

Ai2

Maarten Sap is an assistant professor at the University of Washington and a senior research scientist at the Allen Institute for AI. His work focuses on human-centered language technologies and social NLP.

Ai2
United States 2
Profile Reports

Yejin Choi

Ai2

Senior director of natural language processing at the Allen Institute for AI and professor at the University of Washington. Her public profile highlights work in natural language processing, machine learning, computer vision, and AI ethics.

Ai2
United States 2
Profile Reports

Ali Farhadi

Ai2

CEO of the Allen Institute for AI and professor of computer science at the University of Washington. His work spans computer vision, multimodal learning, reasoning, and embodied AI.

Ai2
United States 3
Profile Reports

Christopher Clark

Ai2

Christopher Clark is a researcher working on language models, efficient inference, and trustworthy NLP systems. His public profile highlights work at the intersection of NLP, efficiency, and model evaluation.

Ai2
United States 2
Profile Reports

Jena D. Hwang

Ai2

Research scientist at the Allen Institute for AI (Ai2) whose work focuses on natural language understanding and commonsense reasoning.

Ai2
Unknown 3
Profile Reports

Liangtao Shi

Ai2

Research scientist at the Allen Institute for AI working on multimodal large language models, embodied agents, and reasoning for robots and games.

Ai2
Unknown 1
Profile Reports

Matt Deitke

Ai2

Matt Deitke is a researcher at Ai2 whose public homepage and Google Scholar profile highlight work on multimodal learning, vision-language models, embodied AI, and open models.

Ai2
Unknown 1
Profile Reports

Molly S. Lewis

Ai2

Molly S. Lewis is an Assistant Professor of Psychology at Princeton University whose research examines how language is shaped by social and cultural structure.

Ai2
Unknown 1
Profile Reports

Roi Reichart

Ai2

Professor at the Technion and head of the CHIA Lab, with research spanning natural language processing, machine learning, and social-good applications.

Ai2
Unknown 1
Profile Reports

Luke Zettlemoyer

Ai2

Professor at the University of Washington whose public research spans NLP, machine learning, and semantic parsing; arXiv author results include OLMo and OLMo 2.

Ai2
Unknown 4
Profile Reports

Pradeep Dasigi

Ai2

Research scientist at Ai2 whose work focuses on natural language processing, semantic parsing, grounded language understanding, and question answering.

Ai2
Unknown 3
Profile Reports

Alyssa Sellitto

Ai2

Research scientist at Ai2 focused on multimodal machine learning, vision-language models, and understanding human-centered image variation.

Ai2
Unknown 1
Profile Reports

Dieter Fox

Ai2

Senior director of embodied AI at Ai2 and professor at the University of Washington working in robotics, computer vision, and machine learning.

Ai2
Unknown 1
Profile Reports

Ronak Mandlekar

Ai2

PhD student at Stanford and research scientist at the Allen Institute for AI working on robotics, multimodal models, and embodied AI.

Ai2
Unknown 1
Profile Reports

Jiangxin Wang

Ai2

Profile still being enriched.

Ai2
Unknown 1
Profile Reports

Siddhartha Srinivasa

Ai2

Profile still being enriched.

Ai2
Unknown 1

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