Improved Vector Quantized Diffusion Models

31 May 2022

Jianmin Bao

Papers citing "Improved Vector Quantized Diffusion Models"

50 / 56 papers shown

Title
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 137 2 0 09 Dec 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 75 0 0 27 Nov 2024
BIFRÖST: 3D-Aware Image compositing with Language Instructions Lingxiao Li Kaixiong Gong Weihong Li Xili Dai Tao Chen Xiaojun Yuan Xiangyu Yue 29 2 0 24 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 35 0 0 17 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 61 0 0 11 Oct 2024
G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Bac Nguyen Stefano Ermon Yuki Mitsufuji DiffM 62 1 0 09 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 2024
Vector Quantized Diffusion Model Based Speech Bandwidth Extension Yuan Fang Jinglin Bai Jiajie Wang Xueliang Zhang 25 0 0 09 Sep 2024
Several questions of visual generation in 2024 Shuyang Gu 32 1 0 11 Jul 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% Lei Zhu Fangyun Wei Yanye Lu Dong Chen VLM 43 34 0 17 Jun 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 41 3 0 10 Jun 2024
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes Riccardo Benaglia Angelo Porrello Pietro Buzzega Simone Calderara Rita Cucchiara 20 0 0 31 May 2024
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model S. Han Joohee Kim DiffM CLIP 34 1 0 22 Mar 2024
Text-guided Explorable Image Super-resolution Kanchana Vaishnavi Gandikota Paramanand Chandramouli 45 7 0 02 Mar 2024
Contextualized Diffusion Models for Text-Guided Image and Video Generation Ling Yang Zhilong Zhang Zhaochen Yu Jingwei Liu Minkai Xu Stefano Ermon Bin Cui 44 4 0 26 Feb 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Bin Cui DiffM 46 33 0 04 Jan 2024
DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition Parul Gupta Tuan Nguyen Abhinav Dhall Munawar Hayat Trung Le Thanh-Toan Do 33 0 0 01 Jan 2024
Classifier-free graph diffusion for molecular property targeting Matteo Ninniri Marco Podda Davide Bacciu 37 5 0 28 Dec 2023
Efficient and Scalable Graph Generation through Iterative Local Expansion Andreas Bergmeister Karolis Martinkus Nathanael Perraudin Roger Wattenhofer 21 12 0 14 Dec 2023
Fast non-autoregressive inverse folding with discrete diffusion John J. Yang Jason Yim Regina Barzilay Tommi Jaakkola DiffM 8 3 0 05 Dec 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers Shiyue Cao Yueqin Yin Lianghua Huang Yu Liu Xin Zhao Deli Zhao Kaiqi Huang ViT 24 14 0 09 Oct 2023
Exploring Domain-Specific Enhancements for a Neural Foley Synthesizer Ashwin Pillay Sage J. Betko Ari Liloia Hao Chen Ankit Shah 6 0 0 08 Sep 2023
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks Mingxuan Liu Jie Gan Rui Wen Tao Li Yongli Chen Hong Chen DiffM MQ 32 7 0 20 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 22 2 0 29 Jul 2023
Multi-Architecture Multi-Expert Diffusion Models Yunsung Lee Jin-Young Kim Hyojun Go Myeongho Jeong Shinhyeok Oh Seungtaek Choi DiffM 31 29 0 08 Jun 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization Mengqi Huang Zhendong Mao Zhuowei Chen Yongdong Zhang MQ 38 35 0 19 May 2023
Long-Term Rhythmic Video Soundtracker Jiashuo Yu Yaohui Wang Xinyuan Chen Xiao Sun Yu Qiao DiffM 64 14 0 02 May 2023
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models Jaewoong Lee Sang-Sub Jang Jaehyeong Jo Jaehong Yoon Yunji Kim Jin-Hwa Kim Jung-Woo Ha Sung Ju Hwang DiffM 32 4 0 04 Apr 2023
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation K. Pnvr Bharat Singh P. Ghosh Behjat Siddiquie David Jacobs DiffM 35 29 0 22 Mar 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models Junyi Zhang Jiaqi Guo Shizhao Sun Jian-Guang Lou Dongmei Zhang DiffM 21 33 0 21 Mar 2023
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process Yuhan Li Yishun Dou Xuanhong Chen Bingbing Ni Yilin Sun Yutian Liu Fuzhen Wang DiffM 29 29 0 18 Mar 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy Tiankai Hang Shuyang Gu Chen Li Jianmin Bao Dong Chen Han Hu Xin Geng B. Guo 30 150 0 16 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 51 265 0 14 Mar 2023
StraIT: Non-autoregressive Generation with Stratified Image Transformer Shengju Qian Huiwen Chang Yuanzhen Li Zizhao Zhang Jiaya Jia Han Zhang 39 10 0 01 Mar 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 46 22 0 13 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 38 57 0 11 Feb 2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt Dongchao Yang Songxiang Liu Rongjie Huang Chao Weng Helen Meng DiffM VLM 31 85 0 31 Jan 2023
Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition David M. Chan Shalini Ghosh Ariya Rastrow Björn Hoffmeister OffRL 18 6 0 06 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 519 0 02 Jan 2023
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis Yuchao Gu Xintao Wang Yixiao Ge Ying Shan Xiaohu Qie Mike Zheng Shou DiffM 32 20 0 06 Dec 2022
Unified Discrete Diffusion for Simultaneous Vision-Language Generation Minghui Hu Chuanxia Zheng Heliang Zheng Tat-Jen Cham Chaoyue Wang Zuopeng Yang Dacheng Tao Ponnuthurai Nagaratnam Suganthan DiffM 20 23 0 27 Nov 2022
Shifted Diffusion for Text-to-image Generation Yufan Zhou Bingchen Liu Yizhe Zhu Xiao Yang Changyou Chen Jinhui Xu DiffM 24 40 0 24 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 60 403 0 23 Nov 2022
Exploring Discrete Diffusion Models for Image Captioning Zixin Zhu Yixuan Wei Jianfeng Wang Zhe Gan Zheng-Wei Zhang Le Wang G. Hua Lijuan Wang Zicheng Liu Han Hu DiffM VLM 28 17 0 21 Nov 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 32 60 0 07 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu Yuehua Wu N. Sebe Yan Yan 33 16 0 05 Oct 2022
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance Susung Hong Gyuseong Lee Wooseok Jang Seung Wook Kim DiffM 24 97 0 03 Oct 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 26 315 0 25 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 37 206 0 06 Sep 2022