Liam Martin

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upvoted a paper 3 days ago

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

Paper • 2605.20266 • Published 7 days ago • 56

upvoted a paper 4 days ago

Aligning Latent Geometry for Spherical Flow Matching in Image Generation

Paper • 2605.15193 • Published 11 days ago • 7

upvoted a paper 10 days ago

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

Paper • 2605.06169 • Published 18 days ago • 215

upvoted 5 papers about 1 month ago

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

Paper • 2604.20796 • Published Apr 22 • 242

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 291

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces

Paper • 2604.08362 • Published Apr 9 • 15

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 • 629

upvoted 7 papers about 2 months ago

Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems

Paper • 2604.04767 • Published Apr 6 • 7

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

Paper • 2604.03922 • Published Apr 5 • 53

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

Paper • 2604.02176 • Published Apr 2 • 503

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms

Paper • 2603.28489 • Published Mar 30 • 30

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

Paper • 2603.28032 • Published Mar 30 • 342

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers

Paper • 2603.24414 • Published Mar 25 • 183

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

Paper • 2603.19835 • Published Mar 20 • 351

upvoted 2 papers 2 months ago

Efficient Reasoning with Balanced Thinking

Paper • 2603.12372 • Published Mar 12 • 150

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 371

upvoted 2 papers 3 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 523

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 265