Empowering Diffusion Models on the Embedding Space for Text Generation

Empowering Diffusion Models on the Embedding Space for Text Generation

19 December 2022

Junliang Guo

Jiang Bian

Papers citing "Empowering Diffusion Models on the Embedding Space for Text Generation"

12 / 12 papers shown

Title
OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching Hieu-Nghia Huynh-Nguyen Ngoc Son Nguyen Huynh Nguyen Dang Thieu Vo Truong-Son Hy Van Nguyen 7 0 0 19 May 2025
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
FinDiff: Diffusion Models for Financial Tabular Data Generation Timur Sattarov Marco Schreyer Damian Borth DiffM 19 35 0 04 Sep 2023
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation Gabriel Bénédict Olivier Jeunen Samuele Papa Samarth Bhargav Daan Odijk Maarten de Rijke DiffM 29 9 0 15 Jun 2023
A Survey of Diffusion Models in Natural Language Processing Hao-Li Zou Zae Myung Kim Dongyeop Kang DiffM MedIm 25 12 0 24 May 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 29 23 0 14 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 207 150 0 12 Mar 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 70 61 0 09 Feb 2023
SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers Hongyi Yuan Zheng Yuan Chuanqi Tan Fei Huang Songfang Huang DiffM 41 64 0 20 Dec 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 53 39 0 30 Oct 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 779 0 27 May 2022
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 207 395 0 10 Feb 2021