GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 17
Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification Paper • 2510.24078 • Published Oct 28, 2025 • 3
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms Paper • 2310.01755 • Published Oct 3, 2023
Language Server CLI Empowers Language Agents with Process Rewards Paper • 2510.22907 • Published Oct 27, 2025 • 5
On the SDEs and Scaling Rules for Adaptive Gradient Algorithms Paper • 2205.10287 • Published May 20, 2022
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? Paper • 2501.02669 • Published Jan 5, 2025 • 1
AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models Paper • 2505.00147 • Published Apr 30, 2025 • 4
LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Paper • 2507.15815 • Published Jul 21, 2025 • 7
Panacea: Pareto Alignment via Preference Adaptation for LLMs Paper • 2402.02030 • Published Feb 3, 2024 • 10
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding Paper • 2412.06474 • Published Dec 9, 2024