SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published 25 days ago • 37
Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model Paper • 2603.05438 • Published Mar 5 • 41
Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks Paper • 2602.01630 • Published Feb 2 • 50
The Trinity of Consistency as a Defining Principle for General World Models Paper • 2602.23152 • Published Feb 26 • 202
view article Article We Got Claude to Fine-Tune an Open Source LLM burtenshaw, evalstate • Dec 4, 2025 • 630
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Paper • 2510.04618 • Published Oct 6, 2025 • 134
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
Training for X-Ray Vision: Amodal Segmentation, Amodal Content Completion, and View-Invariant Object Representation from Multi-Camera Video Paper • 2507.00339 • Published Jul 1, 2025 • 12
MARBLE: A Hard Benchmark for Multimodal Spatial Reasoning and Planning Paper • 2506.22992 • Published Jun 28, 2025 • 12
Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention Paper • 2506.23542 • Published Jun 30, 2025 • 13
BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing Paper • 2506.17450 • Published Jun 20, 2025 • 64
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers Paper • 2506.05573 • Published Jun 5, 2025 • 83
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics Paper • 2506.01844 • Published Jun 2, 2025 • 161
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8, 2025 • 114
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Paper • 2505.24726 • Published May 30, 2025 • 283
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Paper • 2506.08343 • Published Jun 10, 2025 • 54
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17, 2025 • 50
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