rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Paper
•
2501.04519
•
Published
•
257
daily paper
-
-
Transformer^2: Self-adaptive LLMs
Paper • 2501.06252 • Published • 53 -
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot
Paper • 2501.09012 • Published • 10 -
FAST: Efficient Action Tokenization for Vision-Language-Action Models
Paper • 2501.09747 • Published • 23 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 106 -
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
Paper • 2501.12895 • Published • 56 -
Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models
Paper • 2501.13629 • Published • 44 -
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
Paper • 2501.13926 • Published • 37 -
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
Paper • 2502.04306 • Published • 18 -
ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution
Paper • 2502.00989 • Published • 7 -
PILAF: Optimal Human Preference Sampling for Reward Modeling
Paper • 2502.04270 • Published • 11 -
Matryoshka Quantization
Paper • 2502.06786 • Published • 25 -
Show-o Turbo: Towards Accelerated Unified Multimodal Understanding and Generation
Paper • 2502.05415 • Published • 20 -
Region-Adaptive Sampling for Diffusion Transformers
Paper • 2502.10389 • Published • 52 -
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
Paper • 2502.10391 • Published • 29 -
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
Paper • 2502.09411 • Published • 16 -
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
Paper • 2502.13943 • Published • 7 -
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Paper • 2502.14499 • Published • 150 -
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
Paper • 2502.14786 • Published • 100 -
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
Paper • 2502.14502 • Published • 66