Compile the Corpus Into a Skill Tree, Train Surrogates on Logs

Featured

• RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework score 10
  入选 HF Daily Papers; HF 热度: 25 upvotes (+4); 有代码实现; 关键词(3): scaling, deployment, throughput
• DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation score 9
  入选 HF Daily Papers; HF 热度: 25 upvotes (+4); 有代码实现
• Switch-KD: Visual-Switch Knowledge Distillation for Vision-Language Models score 8
  入选 HF Daily Papers; HF 热度: 8 upvotes (+2); 有代码实现; 关键词(3): distillation, deployment, vision-language
• UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards score 8
  入选 HF Daily Papers; HF 热度: 8 upvotes (+2); 有代码实现; 关键词(5): GRPO, retrieval-augmented, RAG, reasoning, vision-language
• TRACER: Trace-Based Adaptive Cost-Efficient Routing for LLM Classification score 8
  入选 HF Daily Papers; HF 热度: 6 upvotes (+2); 有代码实现; 关键词(4): lightweight, deployment, production, open-source
• LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories score 9
  入选 HF Daily Papers; HF 热度: 6 upvotes (+2); 关键词(3): fine-tuning, GRPO, post-training; 顶会接收: CVPR
• Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG score 7
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 有代码实现; 关键词(3): retrieval-augmented, RAG, agentic
• MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation score 8
  入选 HF Daily Papers; HF 热度: 5 upvotes (+2); 有代码实现; 关键词(1): agentic
• GlobalSplat: Efficient Feed-Forward 3D Gaussian Splatting via Global Scene Tokens score 6
  入选 HF Daily Papers; HF 热度: 17 upvotes (+3)
• LongAct: Harnessing Intrinsic Activation Patterns for Long-Context Reinforcement Learning score 6
  入选 HF Daily Papers; HF 热度: 5 upvotes (+2); 关键词(3): quantization, GRPO, reasoning

Also Worth Noting

• Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes score 4
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1)
• Dissecting Failure Dynamics in Large Language Model Reasoning score 4
  关键词(2): scaling, reasoning; 顶会接收: ACL
• Revisiting Token Compression for Accelerating ViT-based Sparse Multi-View 3D Object Detectors score 4
  关键词(3): compression, pruning, latency; 顶会接收: CVPR
• MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation score 4
  关键词(3): scaling, code generation, reasoning; 顶会接收: ACL
• CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification score 4
  关键词(2): deployment, fine-tuning; 顶会接收: ACL
• CURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction score 4
  关键词(1): fine-tuning; 顶会接收: ACL
• SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models score 4
  关键词(2): instruction tuning, pre-training; 顶会接收: ACL
• NG-GS: NeRF-Guided 3D Gaussian Splatting Segmentation score 4
  关键词(1): lightweight; 顶会接收: CVPR
• OmniGCD: Abstracting Generalized Category Discovery for Modality Agnosticism score 4
  关键词(2): fine-tuning, synthetic data; 顶会接收: CVPR
• ClimateCause: Complex and Implicit Causal Structures in Climate Reports score 4
  关键词(1): reasoning; 顶会接收: ACL
• MambaSL: Exploring Single-Layer Mamba for Time Series Classification score 4
  关键词(2): state space, mamba; 顶会接收: ICLR
• VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models score 4
  机构: Huawei; 关键词(3): compression, pruning, vision-language