ICLR 2025 "discrete diffusion models" Papers

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Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Justin Deschenaux, Caglar Gulcehre

ICLR 2025posterarXiv:2410.21035
25
citations

Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis

Zikun Zhang, Zixiang Chen, Quanquan Gu

ICLR 2025posterarXiv:2410.02321
13
citations

Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics

Sebastian Sanokowski, Wilhelm Berghammer, Haoyu Wang et al.

ICLR 2025posterarXiv:2502.08696
14
citations

Simple Guidance Mechanisms for Discrete Diffusion Models

Yair Schiff, Subham Sahoo, Hao Phung et al.

ICLR 2025posterarXiv:2412.10193
62
citations

SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups

Yongxing Zhang, Donglin Yang, Renjie Liao

ICLR 2025posterarXiv:2410.02942
4
citations