2025 "iterative refinement" Papers

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Continuous Diffusion Model for Language Modeling

Jaehyeong Jo, Sung Ju Hwang

NeurIPS 2025posterarXiv:2502.11564

Cropper: Vision-Language Model for Image Cropping through In-Context Learning

Seung Hyun Lee, Jijun jiang, Yiran Xu et al.

CVPR 2025posterarXiv:2408.07790

Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula

Youssef Shehata, Benjamin Holzschuh, Nils Thuerey

MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement

Jaehyun Nam, Jinsung Yoon, Jiefeng Chen et al.

NeurIPS 2025posterarXiv:2506.15692

Remasking Discrete Diffusion Models with Inference-Time Scaling

Guanghan Wang, Yair Schiff, Subham Sahoo et al.

NeurIPS 2025posterarXiv:2503.00307

Self-diffusion for Solving Inverse Problems

Guanxiong Luo, Shoujin Huang

NeurIPS 2025posterarXiv:2510.21417

Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients

Yuxing Lu, Gecheng Fu, Wei Wu et al.

NeurIPS 2025poster