Aya Nakamura

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upvoted a paper 1 day ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published 11 days ago • 41

upvoted a paper 10 days ago

TideGS: Scalable Training of Over One Billion 3D Gaussian Splatting Primitives via Out-of-Core Optimization

Paper • 2605.20150 • Published 14 days ago • 7

upvoted 2 papers 11 days ago

The Unlearnability Phenomenon in RLVR for Language Models

Paper • 2605.16787 • Published 17 days ago • 6

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published 15 days ago • 30

upvoted a paper 13 days ago

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

Paper • 2605.18401 • Published 15 days ago • 126

upvoted a paper 18 days ago

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives

Paper • 2605.12496 • Published 21 days ago • 29

upvoted a paper 21 days ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published 26 days ago • 231

upvoted a paper 27 days ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published 30 days ago • 166

upvoted a paper about 1 month ago

(1D) Ordered Tokens Enable Efficient Test-Time Search

Paper • 2604.15453 • Published Apr 16 • 18

upvoted 6 papers about 2 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 247

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization

Paper • 2604.07343 • Published Apr 8 • 13

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 263

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

Paper • 2604.02176 • Published Apr 2 • 503

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

Paper • 2604.06628 • Published Apr 8 • 326

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

Paper • 2604.02721 • Published Apr 3 • 630

upvoted 2 papers 2 months ago

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

Paper • 2603.19835 • Published Mar 20 • 352

Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis

Paper • 2603.29620 • Published Mar 31 • 46

upvoted 3 papers 3 months ago

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 153

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 197

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 221