"diffusion-based methods" Papers

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DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing

Chenxi Xie, Minghan Li, Shuai Li et al.

NEURIPS 2025spotlightarXiv:2506.01430
8
citations

GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving

Zebin Xing, Xingyu Zhang, Yang Hu et al.

CVPR 2025arXiv:2503.05689
55
citations

Random Forest Autoencoders for Guided Representation Learning

Adrien Aumon, Shuang Ni, Myriam Lizotte et al.

NEURIPS 2025arXiv:2502.13257
5
citations