2024 "discrete diffusion models" Papers

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Dirichlet Flow Matching with Applications to DNA Sequence Design

Hannes Stärk, Bowen Jing, Chenyu Wang et al.

ICML 2024poster

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Aaron Lou, Chenlin Meng, Stefano Ermon

ICML 2024posterarXiv:2310.16834

G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model

Pan Xie, Qipeng Zhang, Peng Taiying et al.

AAAI 2024paperarXiv:2208.09141
31
citations

Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design

Andrew Campbell, Jason Yim, Regina Barzilay et al.

ICML 2024posterarXiv:2402.04997

Iterative Token Evaluation and Refinement for Real-World Super-resolution

Authors: Chaofeng Chen, Shangchen Zhou, Liang Liao et al.

AAAI 2024paperarXiv:2312.05616

Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model

Shoma Iwai, Atsuki Osanai, Shunsuke Kitada et al.

ECCV 2024posterarXiv:2409.16689
7
citations