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upvoted 2 papers 8 days ago

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

Paper • 2605.23899 • Published 11 days ago • 29

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published 11 days ago • 211

upvoted a paper 22 days ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published 25 days ago • 69

upvoted a paper about 1 month ago

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Paper • 2604.13602 • Published Apr 15 • 32

upvoted a paper 2 months ago

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Paper • 2603.25732 • Published Mar 26 • 11

upvoted 2 papers 3 months ago

RubricBench: Aligning Model-Generated Rubrics with Human Standards

Paper • 2603.01562 • Published Mar 2 • 63

CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation

Paper • 2602.24286 • Published Feb 27 • 99

upvoted 11 papers 4 months ago

MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 159

3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

Paper • 2602.03796 • Published Feb 3 • 64

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 228

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

Green-VLA: Staged Vision-Language-Action Model for Generalist Robots

Paper • 2602.00919 • Published Jan 31 • 325

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 272

BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation

Paper • 2602.02554 • Published Jan 30 • 8

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published Feb 3 • 28

Aligning Large Language Models with Human Preferences through Representation Engineering

Paper • 2312.15997 • Published Dec 26, 2023 • 2

upvoted 2 papers 5 months ago

Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

Paper • 2601.05107 • Published Jan 8 • 24

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34