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Zhanpeng Wang

2 accepted papers

2026

OT-ALD: Aligning Latent Distributions with Optimal Transport for Accelerated Image-to-Image Translation

AAAI 2026technical

The Dual Diffusion Implicit Bridge (DDIB) is an emerging image-to-image (I2I) translation method that preserves cycle consistency while achieving strong flexibility. It links two independently trained diffusion models (DMs) in the source and target domains by first adding noise to a source image to

Cited by 0SourcePDFScholar
2023

DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport

ICCV 2023poster

Sampling from diffusion probabilistic models (DPMs) can be viewed as a piecewise distribution transformation, which generally requires hundreds or thousands of steps of the inverse diffusion trajectory to get a high-quality image. Recent progress in designing fast samplers for DPMs achieves a trade-…

Cited by 13PDFcodeScholar