Samuel Taylor

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upvoted a paper 2 days ago

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

Paper • 2607.25895 • Published 9 days ago • 156

upvoted a paper 6 days ago

DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation

Paper • 2607.26811 • Published 8 days ago • 92

upvoted a paper 13 days ago

ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders

Paper • 2607.21217 • Published 14 days ago • 7

upvoted a paper 21 days ago

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

Paper • 2607.03803 • Published Jul 4 • 19

upvoted a paper 26 days ago

UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks

Paper • 2607.08768 • Published 28 days ago • 34

upvoted a paper about 2 months ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 485

upvoted 3 papers 2 months ago

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search

Paper • 2605.29796 • Published May 28 • 25

STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media

Paper • 2605.25162 • Published May 24 • 4

WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation

Paper • 2605.25874 • Published May 25 • 106

upvoted a paper 3 months ago

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 131

upvoted 6 papers 4 months ago

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 510

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory

Paper • 2604.01007 • Published Apr 2 • 31

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published Apr 5 • 53

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

upvoted 4 papers 5 months ago

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

Paper • 2603.17051 • Published Mar 17 • 109

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

Paper • 2603.16859 • Published Mar 17 • 248