Swap the Action Interface, Gain 11 Points on Spatial Reasoning

Featured

• SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning score 10
  入选 HF Daily Papers; HF 热度: 80 upvotes (+4); 有代码实现; 关键词(3): agentic, reasoning, vision-language
• MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold score 9
  入选 HF Daily Papers; HF 热度: 10 upvotes (+3); 有代码实现; 关键词(3): latency, real-time, reasoning
• InterleaveThinker: Reinforcing Agentic Interleaved Generation score 10
  入选 HF Daily Papers; HF 热度: 74 upvotes (+4); 有代码实现; 关键词(5): GRPO, agentic, reasoning, embodied, open-source
• HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness score 8
  入选 HF Daily Papers; HF 热度: 9 upvotes (+2); 有代码实现; 关键词(2): lightweight, instruction tuning
• RepWAM: World Action Modeling with Representation Visual-Action Tokenizers score 7
  入选 HF Daily Papers; HF 热度: 5 upvotes (+2); 有代码实现
• EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery score 10
  入选 HF Daily Papers; HF 热度: 21 upvotes (+4); 有代码实现; 关键词(1): open-source
• LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories score 10
  入选 HF Daily Papers; HF 热度: 50 upvotes (+4); 有代码实现; 关键词(2): pretraining, vision-language
• VideoMDM: Towards 3D Human Motion Generation From 2D Supervision score 8
  入选 HF Daily Papers; HF 热度: 16 upvotes (+3); 有代码实现

Also Worth Noting

• Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning score 7
  入选 HF Daily Papers; HF 热度: 18 upvotes (+3); 关键词(2): GRPO, reasoning
• Zero-source LLM Hallucination Detection with Human-like Criteria Probing score 4
  关键词(1): reasoning; 顶会接收: ICML
• Self-Guidance: Enhancing Neural Codecs via Decoder Manifold Alignment score 4
  关键词(3): lightweight, quantization, coding; 顶会接收: ICML
• TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization score 4
  关键词(4): compression, quantization, deployment, post-training; 顶会接收: ICML
• Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents score 4
  关键词(2): latency, embodied; 顶会接收: ICML
• Reasoning for Mobile User Experience with Multimodal LLMs: Task, Benchmark, and Approach score 4
  关键词(3): latency, code generation, reasoning; 顶会接收: CVPR
• Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality score 4
  关键词(2): vision-language, text-to-image; 顶会接收: ACL
• PolyFlow: Safe and Efficient Polytope-Constrained Flow Matching with Constraint Embedding and Projection-free Update score 4
  关键词(1): latency; 顶会接收: ICML
• MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling score 8
  入选 HF Daily Papers; HF 热度: 72 upvotes (+4); 关键词(1): scaling
• Budget-Constrained Step-Level Diffusion Caching score 4
  关键词(2): deployment, latency; 顶会接收: ICML
• Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background score 4
  关键词(1): production; 顶会接收: ICML
• Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch score 4
  关键词(1): production; 顶会接收: ICML
• Surflo: Consistent 3D Surface Flow Model with Global State score 4
  入选 HF Daily Papers; HF 热度: 2 upvotes (+1)
• CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees score 3
  顶会接收: ICML
• Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization score 3
  顶会接收: ICML