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JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

Vision-Language Models report from DeepSeek with 22 connected researchers in the LLMpeople atlas.

DeepSeek2024-11-1122 researchers
Field
Vision-Language Models
Organization
DeepSeek
arXiv
2411.07975

Canonical link

https://arxiv.org/abs/2411.07975

Connected researchers

Daya Guo portrait
Researcher 13 reports

Daya Guo

DeepSeek / Moonshot AI

AI researcher at DeepSeek working on natural language processing, code intelligence, and large language model reasoning.

DeepSeekMoonshot AI
Haowei Zhang portrait
Researcher 7 reports

Haowei Zhang

DeepSeek

DeepSeek report author whose DBLP-linked publication record includes DeepSeek LLM, DeepSeek-Coder-V2, Janus, DeepSeek-V3, and DeepSeek-R1 work.

DeepSeek
China
Huazuo Gao portrait
Researcher 7 reports

Huazuo Gao

DeepSeek

Researcher at DeepSeek AI working on decision-making and post-training for large language models.

DeepSeek
Junxiao Song portrait
Researcher 8 reports

Junxiao Song

DeepSeek

DeepSeek report author whose DBLP record includes DeepSeek LLM, DeepSeekMath, DeepSeek-Coder-V2, DeepSeek-V3, DeepSeek-R1, Janus, and JanusFlow work.

DeepSeek
Wenfeng Liang portrait
Researcher 8 reports

Wenfeng Liang

DeepSeek

Wenfeng Liang, also known as Liang Wenfeng, is linked to DeepSeek technical reports in LLMpeople and is identified in public references as the founder and CEO of DeepSeek.

DeepSeek
China
Shujie Wang portrait
Researcher 3 reports

Shujie Wang

DeepSeek

First-year PhD student at Shanghai Jiao Tong University focused on multimodal large language models, text-to-image generation, and image/video generation; coauthor of DeepSeek-VL2.

DeepSeek
Yonggang Zhang portrait
Researcher 3 reports

Yonggang Zhang

DeepSeek

Yonggang Zhang is a researcher whose public OpenReview profile includes the DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding paper.

DeepSeek
Yue Cao portrait
Researcher 2 reports

Yue Cao

DeepSeek

CEO of Sand AI. His homepage describes prior work leading multimodal and vision research at BAAI and serving as a senior researcher at Microsoft Research Asia.

DeepSeek
Xinlong Wang portrait
Researcher 3 reports

Xinlong Wang

DeepSeek

Xinlong Wang is a researcher working across computer vision, embodied AI, robotics, and machine learning. Public profiles link him to OpenGVLab and Shanghai AI Laboratory, and he is a coauthor of DeepSeek-VL2.

DeepSeek
Deyao Zhu portrait
Researcher 2 reports

Deyao Zhu

DeepSeek

Researcher focused on AGI, multimodal models, and reasoning. Coauthor of Janus and JanusFlow.

DeepSeek
Junzhe Pan portrait
Researcher 2 reports

Junzhe Pan

DeepSeek

PhD student at Tsinghua University focusing on multimodal large language models, reasoning, and reinforcement learning.

DeepSeek
Xiaoqian Shen portrait
Researcher 2 reports

Xiaoqian Shen

DeepSeek

PhD student at Tsinghua University focusing on LLM reasoning, RLHF, and multimodal large language models; research intern at DeepSeek.

DeepSeek
Xinyu Luo portrait
Researcher 2 reports

Xinyu Luo

DeepSeek

PhD student at Shanghai Jiao Tong University working on multimodal large language models and image understanding and generation; coauthor of Janus.

DeepSeek
Yuqi Wang portrait
Researcher 2 reports

Yuqi Wang

DeepSeek

Research scientist at DeepSeek and PhD student at the University of Illinois Urbana-Champaign working on multimodal foundation models, large language models, and embodied AI.

DeepSeek
Qing Yu portrait
Researcher 2 reports

Qing Yu

DeepSeek

Researcher at DeepSeek and a first-year computer science PhD student at the University of Science and Technology of China; works on multimodal reasoning and world models; coauthor of Janus.

DeepSeek
Yukang Chen portrait
Researcher 2 reports

Yukang Chen

DeepSeek

PhD student at The University of Hong Kong focused on large multimodal models and data-centric AI, especially multimodal understanding and generation; coauthor of Janus.

DeepSeek
Rui Hu portrait
Researcher 2 reports

Rui Hu

DeepSeek

PhD student at the University of Science and Technology of China focused on machine learning and multimodal understanding and generation; coauthor of Janus.

DeepSeek
Yuxuan Cao portrait
Researcher 2 reports

Yuxuan Cao

DeepSeek

Research assistant at The University of Hong Kong focused on multimodal reasoning and generation, large language models, and embodied AI; coauthor of Janus.

DeepSeek
Aman Singh portrait
Researcher 2 reports

Aman Singh

DeepSeek

Research intern at DeepSeek and PhD student at Stanford University working on generative vision-language models, large language models, and large-scale training.

DeepSeek
Zhiyuan Ruan portrait
Researcher 2 reports

Zhiyuan Ruan

DeepSeek

PhD student at The University of Hong Kong focused on multimodal large language models, image and video understanding, generation, and editing; coauthor of Janus.

DeepSeek
Shan Lu portrait
Researcher 2 reports

Shan Lu

DeepSeek

Shan Lu is listed as an author of the DeepSeek technical report JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.

DeepSeek
Xiaodong Zhu portrait
Researcher 2 reports

Xiaodong Zhu

DeepSeek

Research intern at DeepSeek and master's student at Tsinghua University working on large language models, multimodal models, and reinforcement learning.

DeepSeek

LLMpeople is a public atlas for discovering frontier AI researchers with context, provenance, and respect.

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