Riku Watanabe

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upvoted a paper about 15 hours ago

SearchHorizonBench: A Benchmark for Search Value in AI Agents

Paper • 2610.34714 • Published 4 days ago • 11

upvoted a paper 2 days ago

Mycelium: A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities

Paper • 2610.33608 • Published 6 days ago • 27

upvoted a paper 3 days ago

UserArena: Benchmarking Interactive User Simulation for Long-Horizon Shopping Agents

Paper • 2610.30932 • Published 8 days ago • 63

upvoted a paper 4 days ago

Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation

Paper • 2610.30926 • Published 8 days ago • 133

upvoted a paper 5 days ago

Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents

Paper • 2610.11942 • Published 22 days ago • 190

upvoted a paper 6 days ago

Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation

Paper • 2610.30128 • Published 9 days ago • 41

upvoted a paper 7 days ago

StreamEval: Evaluating Interactive Streaming Video Generation Models

Paper • 2610.28402 • Published 10 days ago • 659

upvoted a paper 9 days ago

GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations

Paper • 2610.22708 • Published 15 days ago • 8

upvoted a paper 10 days ago

MJev-Spatial: System One Spatial Intelligence via Native Attention Matching

Paper • 2610.22276 • Published 15 days ago • 264

upvoted a paper 11 days ago

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

Paper • 2610.20344 • Published 16 days ago • 62

upvoted a paper 12 days ago

What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents

Paper • 2610.06406 • Published 25 days ago • 27

upvoted a paper 13 days ago

ReTerm: Recovery Training for Self-Improving Terminal Agents

Paper • 2610.18484 • Published 17 days ago • 29

upvoted a paper 15 days ago

Multi-Stream Attention Residuals

Paper • 2610.13630 • Published 21 days ago • 52

upvoted 2 papers 16 days ago

Learning Representations to Guide Pixel Diffusion Transformers

Paper • 2610.12978 • Published 21 days ago • 33

Pumpire: Unified Benchmark for Metric Distance Estimation

Paper • 2610.12423 • Published 22 days ago • 21

upvoted a paper 17 days ago

SheetSage2: Coherent Lead-Sheet Transcription with Synthetic Supervision

Paper • 2610.05336 • Published 26 days ago • 15

upvoted a paper 19 days ago

CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers?

Paper • 2610.07557 • Published 24 days ago • 75

upvoted a paper 20 days ago

GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution

Paper • 2610.00948 • Published 29 days ago • 23

upvoted a paper 21 days ago

Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability

Paper • 2610.08448 • Published 24 days ago • 111

upvoted a paper 22 days ago

Optimizing the Optimizer: Language Models Discover Faster Molecular Relaxation

Paper • 2610.06577 • Published 25 days ago • 24