3D at 0.1% Tokens, Video Fine-Tuning's Hidden Spatial Cost

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• Complementary Reinforcement Learning score 10
  入选 HF Daily Papers; HF 热度: 31 upvotes (+4); 有代码实现; 关键词(1): agentic
• GigaWorld-Policy: An Efficient Action-Centered World--Action Model score 10
  入选 HF Daily Papers; HF 热度: 22 upvotes (+4); 有代码实现; 关键词(2): deployment, reasoning
• LoST: Level of Semantics Tokenization for 3D Shapes score 10
  入选 HF Daily Papers; HF 热度: 20 upvotes (+4); 有代码实现; 关键词(1): compression
• Prompt-Free Universal Region Proposal Network score 9
  入选 HF Daily Papers; 有代码实现; 关键词(1): fine-tuning; 顶会接收: CVPR
• Stereo World Model: Camera-Guided Stereo Video Generation score 8
  入选 HF Daily Papers; HF 热度: 9 upvotes (+2); 有代码实现; 关键词(2): distillation, embodied
• Unified Spatio-Temporal Token Scoring for Efficient Video VLMs score 8
  入选 HF Daily Papers; HF 热度: 7 upvotes (+2); 有代码实现; 关键词(4): scaling, lightweight, pruning, vision-language
• MOSS-TTS Technical Report score 8
  入选 HF Daily Papers; HF 热度: 6 upvotes (+2); 有代码实现; 关键词(2): deployment, pretraining
• Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models score 7
  入选 HF Daily Papers; HF 热度: 18 upvotes (+3); 关键词(2): serving, fine-tuning
• FINER: MLLMs Hallucinate under Fine-grained Negative Queries score 7
  入选 HF Daily Papers; HF 热度: 2 upvotes (+1); 有代码实现; 关键词(2): finetuning, DPO
• VideoAtlas: Navigating Long-Form Video in Logarithmic Compute score 7
  入选 HF Daily Papers; HF 热度: 2 upvotes (+1); 有代码实现; 关键词(1): scaling

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  关键词(2): edge, fine-tuning; 顶会接收: CVPR
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  关键词(2): pruning, reasoning; 顶会接收: CVPR
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  机构: Carnegie Mellon; 关键词(2): agentic, coding
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  关键词(1): DPO; 顶会接收: ICLR