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upvoted 2 papers about 2 months ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published Aug 17 • 52

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published Aug 10 • 180

upvoted a paper 2 months ago

ShotPlan: Cinematic Video Generation with Learnable Planning Token

Paper • 2607.17675 • Published Jul 20 • 7

upvoted 4 papers 3 months ago

Tracing Agentic Failure from the Flow of Success

Paper • 2607.12747 • Published Jul 14 • 17

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Paper • 2607.05382 • Published Jul 9 • 83

KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill

Paper • 2607.12625 • Published Jul 15 • 56

When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search

Paper • 2606.27669 • Published Jun 26 • 12

upvoted 4 papers 4 months ago

Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention

Paper • 2605.29548 • Published May 28 • 10

Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs

Paper • 2505.11277 • Published May 16, 2025 • 12

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 149

Training Large Language Models to Predict Clinical Events

Paper • 2605.12817 • Published May 12 • 2

upvoted 9 papers 5 months ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 90

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

Paper • 2605.17757 • Published May 18 • 17

Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models

Paper • 2605.08472 • Published May 8 • 6

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 57

Model Merging Scaling Laws in Large Language Models

Paper • 2509.24244 • Published May 11 • 44

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 57

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 74

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 175

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 107