GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 19
Beyond Binary Preference: Aligning Diffusion Models to Fine-grained Criteria by Decoupling Attributes Paper • 2601.04300 • Published Jan 7 • 3
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning Paper • 2512.13278 • Published Dec 15, 2025
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published Feb 2 • 33
Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction Paper • 2508.03613 • Published Aug 5, 2025 • 15
Ego4D: Around the World in 3,000 Hours of Egocentric Video Paper • 2110.07058 • Published Oct 13, 2021
ICONS: Influence Consensus for Vision-Language Data Selection Paper • 2501.00654 • Published Dec 31, 2024
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? Paper • 2410.03859 • Published Oct 4, 2024 • 1
COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning Paper • 2504.21850 • Published Apr 30, 2025 • 27
Explain Before You Answer: A Survey on Compositional Visual Reasoning Paper • 2508.17298 • Published Aug 24, 2025 • 4
Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification Paper • 2510.24078 • Published Oct 28, 2025 • 3
Reinforced Fast Weights with Next-Sequence Prediction Paper • 2602.16704 • Published 22 days ago • 13
Reinforced Fast Weights with Next-Sequence Prediction Paper • 2602.16704 • Published 22 days ago • 13
Reinforced Fast Weights with Next-Sequence Prediction Paper • 2602.16704 • Published 22 days ago • 13