metaTextGrad: Automatically optimizing language model optimizers Paper • 2505.18524 • Published May 24
MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning Paper • 2410.14972 • Published Oct 19, 2024 • 1
ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization Paper • 2402.14528 • Published Feb 22, 2024 • 1
Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? Paper • 2307.07837 • Published Jul 15, 2023 • 1
A Survey on Vision-Language-Action Models: An Action Tokenization Perspective Paper • 2507.01925 • Published Jul 2 • 36
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Paper • 2506.03147 • Published Jun 3 • 58
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Paper • 2504.16074 • Published Apr 22 • 36
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 280
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations Paper • 2504.10481 • Published Apr 14 • 84
GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation Paper • 2504.02782 • Published Apr 3 • 58
Running on Zero 38 38 Llama 3.2V 11B Cot 💬 Generate descriptions and answers by combining text and images
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7 • 146
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10 • 154
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models Paper • 2502.09604 • Published Feb 13 • 36
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Paper • 2501.17161 • Published Jan 28 • 123
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published Jan 20 • 107
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 416