Mary Hernandez

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upvoted a paper 24 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

upvoted a paper 25 days ago

Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout

Paper • 2609.09123 • Published 27 days ago • 55

upvoted a paper 30 days ago

FlashRender: Few-Step Generative Rendering via Camera-Controlled Video MeanFlow

Paper • 2609.03563 • Published Sep 3 • 18

upvoted 2 papers about 1 month ago

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Paper • 2608.26730 • Published Aug 27 • 155

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

Paper • 2608.14022 • Published Aug 14 • 24

upvoted 9 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

H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models

Paper • 2608.13049 • Published Aug 13 • 21

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

WorldClaw: Agentic 3D Open-World Generation at Scale

Paper • 2608.05248 • Published Aug 5 • 86

upvoted 6 papers 2 months ago

Knowledge-Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation

Paper • 2608.02738 • Published Aug 6 • 47

SkillJack: Persistent Skill Backdoors in Self-Evolving Agents

Paper • 2608.03509 • Published Aug 4 • 24

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

Paper • 2608.02023 • Published Aug 3 • 161

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

Paper • 2607.24223 • Published Jul 27 • 97

ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

Paper • 2607.25565 • Published Jul 28 • 65

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

Paper • 2607.25895 • Published Jul 28 • 95