Kevin Thompson

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upvoted a paper 6 days ago

Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling

Paper • 2609.19499 • Published 11 days ago • 37

upvoted a paper 7 days ago

When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models

Paper • 2609.19671 • Published 10 days ago • 53

upvoted a paper 11 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 13 days ago • 427

upvoted a paper 13 days ago

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

Paper • 2609.10715 • Published 18 days ago • 329

upvoted a paper 16 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 29 days ago • 480

upvoted 2 papers 17 days ago

TransNormal-2: Geometry-Grounded Rectified Flow with Edge-Aware Decoding for Precise Normal Estimation

Paper • 2609.06665 • Published 21 days ago • 19

Environments as Scaffold: Enriching Feedback to Bootstrap Self-Evolving Agents in Long-Horizon Tasks

Paper • 2609.08404 • Published 19 days ago • 24

upvoted 2 papers 23 days ago

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published 24 days ago • 84

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Paper • 2609.02749 • Published 25 days ago • 402

upvoted a paper 24 days ago

Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

Paper • 2609.00111 • Published 27 days ago • 314

upvoted 6 papers about 1 month ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 160

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 • 285

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections

Paper • 2608.06914 • Published Aug 10 • 10

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 • 265

upvoted 4 papers about 2 months ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 180

ChronoVision: Temporal Reasoning via Latent State Reconstruction

Paper • 2608.05631 • Published Aug 6 • 40

TriGlue: a Biology-Inspired Generative Model for Generating Molecular Glue-Induced Ternary Complex

Paper • 2607.22143 • Published Aug 4 • 7

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

Paper • 2608.02023 • Published Aug 3 • 161