Julian Scott

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upvoted a paper 1 day ago

Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models

Paper • 2607.12463 • Published 6 days ago • 103

upvoted 2 papers 28 days ago

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

Paper • 2606.18837 • Published Jun 17 • 58

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 482

upvoted a paper about 1 month ago

Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models

Paper • 2606.03988 • Published Jun 3 • 126

upvoted 10 papers about 2 months ago

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published May 28 • 252

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders

Paper • 2605.27354 • Published May 26 • 15

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

Paper • 2605.28816 • Published May 27 • 433

From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning

Paper • 2605.22074 • Published May 21 • 4

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?

Paper • 2605.22109 • Published May 21 • 171

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook

Paper • 2605.20266 • Published May 18 • 56

Geometric Phase Transition Enables Extreme Hippocampal Memory Capacity

Paper • 2605.17199 • Published May 16 • 6

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 147

Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization

Paper • 2605.13641 • Published May 13 • 51

upvoted a paper 2 months ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 143

upvoted 5 papers 3 months ago

Cortex 2.0: Grounding World Models in Real-World Industrial Deployment

Paper • 2604.20246 • Published Apr 22 • 6

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

Paper • 2604.06628 • Published Apr 8 • 329

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

Paper • 2604.02176 • Published Apr 2 • 510

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

Paper • 2603.16428 • Published Mar 17 • 51

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 116