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MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Multimodal Language Models

AppleUndated31 researchers
Field
Multimodal Language Models
Organization
Apple
arXiv
2403.09611

Canonical link

https://arxiv.org/abs/2403.09611

Connected researchers

Profile Reports

Ruoming Pang

Apple

Research scientist working on large-scale deep learning for speech translation, spoken language understanding, question answering, healthcare, and multimodal models.

Apple
Unknown 3
Profile Reports

Yinfei Yang

Apple

Research scientist at Apple focused on natural language processing and machine learning.

Apple
Unknown 2
Profile Reports

Max Schwarzer

Apple

Max Schwarzer is a reinforcement learning researcher whose work focuses on scaling and sample-efficient RL. He completed a PhD at Mila, later interned in Apple's machine learning research group, and was an author on Apple's MM1 multimodal pre-training report.

Apple
Unknown 1
Profile Reports

Floris Weers

Apple

Research scientist at Apple working on efficient and multilingual language modeling, speech and language systems, and large language models.

Apple
Unknown 3
Profile Reports

Brandon McKinzie

Apple

Senior research scientist at Apple working on large multimodal foundation models, with prior work on large language models at MosaicML.

Apple
Unknown 1
Profile Reports

Peter Grasch

Apple

Research scientist at Apple focused on state-of-the-art machine learning and computer vision methods.

Apple
Unknown 2
Profile Reports

Zirui Wang

Apple

Senior researcher at Apple working on large models, multimodal learning, and speech processing, according to his personal site.

Apple
Unknown 2
Profile Reports

Nan Du

Apple

Research scientist at Apple Foundation Models working on large language models and multimodal systems; previously a research scientist at Google and Meta.

Apple
Unknown 1
Profile Reports

Tom Gunter

Apple

Research scientist at Apple Intelligence working on computer vision, machine learning, and natural language processing.

Apple
Unknown 3
Profile Reports

Xiang Kong

Apple

Distinguished scientist at Apple working on large language models and multimodal foundation models; previously held research roles at ByteDance AI Lab and MBZUAI.

Apple
Unknown 3
Profile Reports

Bowen Zhang

Apple

Research scientist at Apple working on large language models, vision-language models, and model scaling.

Apple
Unknown 2
Profile Reports

Dhruti Shah

Apple

Researcher working on machine learning, vision and language, computer vision, diffusion, and generative AI.

Apple
Unknown 2
Profile Reports

Jean-Philippe Fauconnier

Apple

Research scientist at Apple Foundation Models working on generative AI, large language models, and multimodal models.

Apple
Unknown 2
Profile Reports

Philipp Dufter

Apple

Research scientist at Apple Foundation Models with interests in natural language processing, structured generation, controllable generation, and algorithmic efficiency.

Apple
Unknown 2
Profile Reports

Xianzhi Du

Apple

Research scientist at Apple working on language and vision-language modeling, AI agents, and post-training.

Apple
Unknown 2
Profile Reports

Zhe Gan

Apple

Machine learning researcher at Apple working on large multimodal foundation models, video generation, and vision-language systems.

Apple
Unknown 2
Profile Reports

Alexander Toshev

Apple

Computer vision and machine learning scientist at Apple whose work includes multimodal understanding and robotics, following earlier leadership roles at Google.

Apple
Unknown 1
Profile Reports

Anton Belyi

Apple

Research scientist at Apple and adjunct professor at MIPT working in computer vision, image processing, and machine learning.

Apple
Unknown 1
Profile Reports

Futang Peng

Apple

Research scientist at Apple focusing on understanding and generating text and images.

Apple
Unknown 1
Profile Reports

Hongyu He

Apple

Research scientist at Apple focused on computer vision, machine learning, and multimodal understanding.

Apple
Unknown 1
Profile Reports

Sam Wiseman

Apple

Sam Wiseman is an assistant professor of computer science at New York University whose research focuses on natural language processing and machine learning, including controllable generation, summarization, and learning from human feedback.

Apple
Unknown 1
Profile Reports

Mark Lee

Apple

Co-author of MM1, which studies multimodal LLM pre-training.

Apple
Unknown 3
Profile Reports

Haotian Zhang

Apple

Profile still being enriched.

Apple
Unknown 2
Profile Reports

Sam Dodge

Apple

Profile still being enriched.

Apple
Unknown 2

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