Steven Martinez

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upvoted a paper 1 day ago

SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback

Paper • 2608.13120 • Published 10 days ago • 29

upvoted 2 papers 3 days ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published 5 days ago • 155

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published 4 days ago • 92

upvoted 2 papers 6 days ago

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published 9 days ago • 277

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published 9 days ago • 167

upvoted a paper 7 days ago

LiveAnimate: Stable Long-Form Streaming Human Animation in Real-Time

Paper • 2608.11745 • Published 10 days ago • 23

upvoted 2 papers 10 days ago

SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries

Paper • 2608.05604 • Published 17 days ago • 78

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published 22 days ago • 261

upvoted 2 papers 11 days ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 14 days ago • 217

Evidence-RL: Towards Evidence-intensive Visual Reasoning

Paper • 2608.08021 • Published 15 days ago • 16

upvoted a paper 14 days ago

Learning from Failures: Retrieval-Centric CoT via Hard Negatives for Unified Multimodal Retrieval

Paper • 2608.06060 • Published 17 days ago • 40

upvoted a paper 17 days ago

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

Paper • 2608.05139 • Published 18 days ago • 27

upvoted a paper 18 days ago

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

Paper • 2608.04007 • Published 19 days ago • 19

upvoted 2 papers 19 days ago

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published 20 days ago • 180

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

Paper • 2608.02023 • Published 20 days ago • 156

upvoted a paper 20 days ago

ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

Paper • 2607.29677 • Published 23 days ago • 24

upvoted a paper 23 days ago

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published 24 days ago • 307