Charles Sanchez

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upvoted 2 papers 1 day ago

DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models

Paper • 2610.35201 • Published 4 days ago • 14

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 4 days ago • 388

upvoted a paper 2 days ago

Assessing the CAD Capabilities of General-Purpose AI Models: A Case Study of GPT-6 Astra

Paper • 2610.24451 • Published 13 days ago • 7

upvoted a paper 5 days ago

Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE

Paper • 2610.27598 • Published 10 days ago • 46

upvoted a paper 24 days ago

DEFINE: Exemplar-Guided Accent Control for Zero-Shot TTS

Paper • 2609.32777 • Published about 1 month ago • 35

upvoted a paper 27 days ago

Pay for the Fault, Not the Flow: Label-Free In-Flow Multi-Agent Workflow Optimization

Paper • 2610.01017 • Published 29 days ago • 8

upvoted 2 papers about 1 month ago

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Paper • 2609.19969 • Published Sep 17 • 230

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Paper • 2609.17708 • Published Sep 15 • 72

upvoted 2 papers about 2 months ago

FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation

Paper • 2609.11486 • Published Sep 10 • 26

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 365

upvoted 5 papers 2 months ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 129

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

Paper • 2608.13558 • Published Aug 13 • 71

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 • 242

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 130

LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation

Paper • 2608.12990 • Published Aug 13 • 11

upvoted 5 papers 3 months ago

PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives

Paper • 2608.13552 • Published Aug 13 • 48

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

Paper • 2608.05604 • Published Aug 6 • 61

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

Paper • 2608.00677 • Published Aug 1 • 196

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 140

K-EXAONE 2.0 Technical Report

Paper • 2608.04505 • Published Aug 5 • 28