Kaituo Feng

20 posts

Kaituo Feng

Kaituo Feng

@KaituoFeng

First-year PhD Student@MMLab, CUHK

Katılım Haziran 2024
19 Takip Edilen26 Takipçiler
Kaituo Feng
Kaituo Feng@KaituoFeng·
main experiment results
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Kaituo Feng
Kaituo Feng@KaituoFeng·
🔥 Introducing OpenSearch-VL: a fully open recipe for training SOTA-level multimodal search agents! 📦 Releases data, code, models, and data pipeline. 🏆 Achieves about 15-point gains across 7 benchmarks, including BC-VL, FVQA, SimpleVQA. 📜 Paper: arxiv.org/pdf/2605.05185
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Kaituo Feng
Kaituo Feng@KaituoFeng·
data pipeline
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Yuwei Niu
Yuwei Niu@purshow04·
@KaituoFeng Impressive work! I am certain that using search agents to assist in generation will be a popular paradigm for aigc model products. Thank you for using our WISE!
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Kaituo Feng
Kaituo Feng@KaituoFeng·
🔥 Introducing Gen-Searcher: the first attempt to train a deep research agent for image generation! 🏆 Achieves 15+ point gains on KnowGen and WISE! 🚀 All SFT & RL data with code are released. 📜 Paper: arxiv.org/pdf/2603.28767 🌍 Page: gen-searcher.vercel.app
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GIF
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NirD
NirD@NirDiamantAI·
@_akhaliq btw the search space pruning happens at token level, so you can actually cache intermediate search states between generations
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Chain Alpha
Chain Alpha@Chain_AlphaX·
@_akhaliq ooh, interesting stuff. gonna check that out later.
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Kaituo Feng
Kaituo Feng@KaituoFeng·
@Elon_Orbit @_akhaliq Thanks! Yes — our method uses multi-hop search and reasoning, trained through a dual-reward agentic RL framework.
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Elon Orbit
Elon Orbit@Elon_Orbit·
@_akhaliq Finally tackling frozen knowledge in image gen. Multi-hop reasoning + dual reward RL? Clever architecture. Full open-source earns real respect.
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Kaituo Feng
Kaituo Feng@KaituoFeng·
Visualization comparison
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Kaituo Feng
Kaituo Feng@KaituoFeng·
Performance on WISE
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Kaituo Feng
Kaituo Feng@KaituoFeng·
Performance on KnowGen
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Kaituo Feng
Kaituo Feng@KaituoFeng·
Our data pipeline
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Kaituo Feng
Kaituo Feng@KaituoFeng·
Our inference process demo
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AK
AK@_akhaliq·
Video-R1 Reinforcing Video Reasoning in MLLMs
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