Steven Martinez

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upvoted a paper 15 days ago

RiskChainBench: A Benchmark for Obfuscated Platform Message Restoration and Evidence-Grounded Web Investigation

Paper • 2609.16900 • Published 20 days ago • 48

upvoted a paper 16 days ago

Self-Evolving Search Index

Paper • 2609.19656 • Published 18 days ago • 63

upvoted a paper 18 days ago

Zing-0.5: Toward Playable Worlds with Real-Time Joint Action and Text Control

Paper • 2609.17909 • Published 20 days ago • 47

upvoted a paper 20 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 21 days ago • 434

upvoted a paper 24 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

upvoted a paper 26 days ago

SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions

Paper • 2510.08999 • Published 28 days ago • 19

upvoted a paper about 1 month ago

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

Paper • 2608.13120 • Published Aug 13 • 32

upvoted 11 papers about 2 months ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 161

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

Paper • 2608.17253 • Published Aug 19 • 100

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 Aug 14 • 287

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

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

Paper • 2608.11745 • Published Aug 13 • 25

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

Paper • 2608.05604 • Published Aug 6 • 81

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

Paper • 2608.00677 • Published Aug 1 • 266

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 181

Evidence-RL: Towards Evidence-intensive Visual Reasoning

Paper • 2608.08021 • Published Aug 8 • 17

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

Paper • 2608.06060 • Published Aug 6 • 41

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

Paper • 2608.05139 • Published Aug 5 • 28

upvoted 2 papers 2 months ago

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

Paper • 2608.04007 • Published Aug 4 • 20

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

Paper • 2608.01964 • Published Aug 3 • 188