Self-Improvement in Multimodal Large Language Models: A Survey Paper • 2510.02665 • Published Oct 3 • 19 • 6
Improved Iterative Refinement for Chart-to-Code Generation via Structured Instruction Paper • 2506.14837 • Published Jun 15 • 10 • 2
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5 • 131 • 21
Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning Paper • 2506.09736 • Published Jun 11 • 9 • 2