池田湊

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upvoted a paper 2 days ago

Thinking Before Constraining: A Unified Decoding Framework for Large Language Models

Paper • 2601.07525 • Published 9 days ago • 10

upvoted a paper 4 days ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published 5 days ago • 174

upvoted a paper 6 days ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published 10 days ago • 419

upvoted a paper 14 days ago

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

Paper • 2605.06169 • Published about 1 month ago • 233

upvoted a paper 15 days ago

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published 25 days ago • 195

upvoted a paper 17 days ago

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

Paper • 2605.18401 • Published 19 days ago • 126

upvoted a paper 23 days ago

Context Training with Active Information Seeking

Paper • 2605.13050 • Published 24 days ago • 7

upvoted a paper about 1 month ago

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 243

upvoted 3 papers about 2 months ago

Faithful GRPO: Improving Visual Spatial Reasoning in Multimodal Language Models via Constrained Policy Optimization

Paper • 2604.08476 • Published Apr 9 • 8

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 263

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

Paper • 2604.02721 • Published Apr 3 • 632

upvoted 5 papers 2 months ago

GEditBench v2: A Human-Aligned Benchmark for General Image Editing

Paper • 2603.28547 • Published Mar 30 • 32

Story2Proposal: A Scaffold for Structured Scientific Paper Writing

Paper • 2603.27065 • Published Mar 28 • 22

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 343

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

Paper • 2603.19835 • Published Mar 20 • 352

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 429

upvoted 2 papers 3 months ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 211

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 198