Gavin Kinney

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upvoted 3 papers about 19 hours ago

SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?

Paper • 2603.15401 • Published 3 days ago • 15

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

Paper • 2603.13875 • Published 5 days ago • 25

WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation

Paper • 2603.16871 • Published 2 days ago • 51

upvoted 2 papers 12 days ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published 21 days ago • 87

MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier

Paper • 2603.03756 • Published 16 days ago • 89

upvoted 2 papers 14 days ago

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published 17 days ago • 185

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Paper • 2603.03379 • Published 17 days ago • 31

upvoted a paper 15 days ago

BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?

Paper • 2603.03194 • Published 16 days ago • 56

upvoted a paper 17 days ago

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published 22 days ago • 148

upvoted 3 papers 19 days ago

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published 21 days ago • 198

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios

Paper • 2602.22638 • Published 22 days ago • 107

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published 21 days ago • 150