SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models Paper • 2504.11468 • Published 8 days ago • 18
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Paper • 2504.00999 • Published 17 days ago • 82
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought Paper • 2504.05599 • Published 11 days ago • 79
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution Paper • 2504.09566 • Published 5 days ago • 7
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Paper • 2504.11536 • Published 3 days ago • 42
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness Paper • 2504.10514 • Published 8 days ago • 43
Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding Paper • 2504.10465 • Published 4 days ago • 24
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations Paper • 2504.10481 • Published 4 days ago • 77
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search Paper • 2504.09130 • Published 6 days ago • 10
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models Paper • 2504.10449 • Published 4 days ago • 7
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search Paper • 2504.08066 • Published 8 days ago • 9
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users Paper • 2504.10157 • Published 4 days ago • 12
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models Paper • 2504.10415 • Published 4 days ago • 7
DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training Paper • 2504.09710 • Published 5 days ago • 16
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Paper • 2504.08837 • Published 8 days ago • 39
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published 4 days ago • 220
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Paper • 2504.09925 • Published 5 days ago • 36
PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters Paper • 2504.08791 • Published 11 days ago • 112