Mila Jackson

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upvoted 2 papers 21 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 30 days ago • 170

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

Paper • 2606.32017 • Published 28 days ago • 12

upvoted 2 papers about 1 month ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 483

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published Jun 9 • 172

upvoted a paper about 2 months ago

When Cloud Agents Meet Device Agents: Lessons from Hybrid Multi-Agent Systems

Paper • 2605.30102 • Published May 28 • 15

upvoted 3 papers 2 months ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 191

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools

Paper • 2605.20682 • Published May 20 • 85

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

Paper • 2605.22109 • Published May 21 • 171

upvoted 4 papers 3 months ago

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

Paper • 2604.27660 • Published May 3 • 171

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 222

ClawGym: A Scalable Framework for Building Effective Claw Agents

Paper • 2604.26904 • Published Apr 29 • 54

Crowded in B-Space: Calibrating Shared Directions for LoRA Merging

Paper • 2604.16826 • Published Apr 18 • 18

upvoted 8 papers 4 months ago

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

Paper • 2604.06628 • Published Apr 8 • 330

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

Tabular LLMs for Interpretable Few-Shot Alzheimer's Disease Prediction with Multimodal Biomedical Data

Paper • 2603.17191 • Published Mar 17 • 4

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

Paper • 2603.28032 • Published Mar 30 • 344

RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation

Paper • 2603.25804 • Published Mar 26 • 30

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

Paper • 2603.19835 • Published Mar 20 • 353

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312