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cs.CV2025
ThinkGen: Generalized Thinking for Visual Generation
Siyu Jiao, Yiheng Lin, Yujie Zhong +9
Recent progress in Multimodal Large Language Models (MLLMs) demonstrates that Chain-of-Thought (CoT) reasoning enables systematic solutions to complex understanding tasks. However,…
cs.CV2025
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding
Nianbo Zeng, Haowen Hou, Fei Richard Yu +2
Despite recent advances in retrieval-augmented generation (RAG) for video understanding, effectively understanding long-form video content remains underexplored due to the vast sca…
cs.CV2024★ 2 cited
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
Haowen Hou, Peigen Zeng, Fei Ma +1
Visual Language Models (VLMs) have rapidly progressed with the recent success of large language models. However, there have been few attempts to incorporate efficient linear Recurr…