Liam Porter

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upvoted a paper about 2 months ago

MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators

Paper • 2607.15273 • Published Jul 16 • 17

upvoted 3 papers 3 months ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 488

μ_0: A Scalable 3D Interaction-Trace World Model

Paper • 2606.13769 • Published Jun 11 • 12

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 94

upvoted 3 papers 4 months ago

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

Paper • 2605.06169 • Published May 7 • 239

ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control

Paper • 2604.27711 • Published Apr 30 • 41

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

Paper • 2604.27660 • Published May 3 • 172

upvoted 6 papers 5 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 248

General Multimodal Protein Design Enables DNA-Encoding of Chemistry

Paper • 2604.05181 • Published Apr 6 • 31

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

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

Paper • 2604.02176 • Published Apr 2 • 511

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published Apr 5 • 53

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

Paper • 2603.19835 • Published Mar 20 • 354

upvoted 7 papers 7 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 527

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

Paper • 2602.10693 • Published Feb 11 • 222

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 248

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 212

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 290

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 154