DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for
Accelerated Seq2Seq Diffusion Models

DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models

9 October 2023

Zhiyong Wu

Lingpeng Kong

Papers citing "DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models"

14 / 14 papers shown

Title
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models Ruizhe Chen Wenhao Chai Zhifei Yang Xiaotian Zhang Qiufeng Wang Tony Q. S. Quek Soujanya Poria Zuozhu Liu 50 0 0 06 Mar 2025
Discrete Modeling via Boundary Conditional Diffusion Processes Yuxuan Gu Xiaocheng Feng Lei Huang Yingsheng Wu Zekun Zhou Weihong Zhong Kun Zhu Bing Qin DiffM 28 0 0 29 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 78 15 0 23 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Z. Li Lingpeng Kong DiffM LRM 51 15 0 18 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration Yun-Yen Chuang Hung-Min Hsu Kevin Lin Chen-Sheng Gu Ling Zhen Li Ray-I Chang Hung-yi Lee DiffM VLM 36 0 0 17 Oct 2024
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 47 3 0 04 Oct 2024
Table-to-Text Generation with Pretrained Diffusion Models Aleksei S. Krylov Oleg D. Somov 40 1 0 10 Sep 2024
$$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation$ $\text{Di}^2\text{Pose}$ : Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang Jun Xiao Chunping Wang Wei Liu Zhao Wang Long Chen DiffM 36 1 0 27 May 2024
Diff-IP2D: Diffusion-Based Hand-Object Interaction Prediction on Egocentric Videos Junyi Ma Jingyi Xu Xieyuanli Chen Hesheng Wang VGen 32 7 0 07 May 2024
IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model Jianli Zhao Changhao Xu Bin Jiang 30 0 0 24 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 46 12 0 12 Feb 2024
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 72 40 0 02 May 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 207 394 0 10 Feb 2021