ShotPlan: Cinematic Video Generation with Learnable Planning Token Paper • 2607.17675 • Published 16 days ago • 6
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 27 days ago • 87
KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill Paper • 2607.12625 • Published 21 days ago • 80
When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search Paper • 2606.27669 • Published Jun 26 • 16
Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention Paper • 2605.29548 • Published May 28 • 13
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Paper • 2505.11277 • Published May 16, 2025 • 64
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published May 27 • 433
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 191
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization Paper • 2605.17757 • Published May 18 • 66
Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models Paper • 2605.08472 • Published May 8 • 5
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining Paper • 2605.14747 • Published May 14 • 147
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published May 3 • 171
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 243
Target-Oriented Pretraining Data Selection via Neuron-Activated Graph Paper • 2604.15706 • Published Apr 17 • 10
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 330