Vector Quantized Diffusion Model for Text-to-Image Synthesis

29 November 2021

Jianmin Bao

Lu Yuan

Papers citing "Vector Quantized Diffusion Model for Text-to-Image Synthesis"

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Title
Open Knowledge Base Canonicalization with Multi-task Unlearning Bingchen Liu Shihao Hou Weixin Zeng Xiang Zhao Shijun Liu Li Pan 16 0 0 25 Oct 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 34 2 0 25 Oct 2023
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models Jincheng Zhang Jingjing Tang C. Saitis Gyorgy Fazekas DiffM 30 3 0 21 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang Pan Zhou Shuicheng Yan Liang Lin 24 26 0 20 Oct 2023
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou Lei Gan Dequan Wang Chongxuan Li Zhijie Deng BDL DiffM 23 7 0 17 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 57 116 0 16 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 44 38 0 16 Oct 2023
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 34 1 0 13 Oct 2023
Debias the Training of Diffusion Models Huikang Yu Li Shen Jie Huang Man Zhou Hongsheng Li Feng Zhao DiffM 24 2 0 12 Oct 2023
ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models Yin-Yin He Shaoshu Yang Haoxin Chen Xiaodong Cun Menghan Xia Yong Zhang Xintao Wang Ran He Qifeng Chen Ying Shan 36 71 0 11 Oct 2023
Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Zeqiang Lai Xizhou Zhu Jifeng Dai Yu Qiao Wenhai Wang MLLM DiffM 54 22 0 11 Oct 2023
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling Huangjie Zheng Zhendong Wang Jianbo Yuan Guanghan Ning Pengcheng He Quanzeng You Hongxia Yang Mingyuan Zhou 38 8 0 10 Oct 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
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization Tanmay Gautam Reid Pryzant Ziyi Yang Chenguang Zhu Somayeh Sojoudi MQ 22 4 0 04 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 24 24 0 28 Sep 2023
Text-to-3D using Gaussian Splatting Manish Sharma Moitreya Chatterjee Yikai Wang Huaping Liu 3DGS 28 224 0 28 Sep 2023
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation David Junhao Zhang Jay Zhangjie Wu Jia-Wei Liu Rui Zhao L. Ran Yuchao Gu Difei Gao Mike Zheng Shou DiffM VGen 27 214 0 27 Sep 2023
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models Rafael-Edy Menadil Mariana-Iuliana Georgescu Radu Tudor Ionescu VLM DiffM 27 0 0 26 Sep 2023
FEC: Three Finetuning-free Methods to Enhance Consistency for Real Image Editing Songyan Chen Jiancheng Huang DiffM 32 13 0 26 Sep 2023
Text-image guided Diffusion Model for generating Deepfake celebrity interactions Yunzhu Chen Nur Al Hasan Haldar Naveed Akhtar Ajmal Mian 19 9 0 26 Sep 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 51 132 0 20 Sep 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Rongrong Ji Rongrong Ji 83 35 0 19 Sep 2023
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving Xiaofeng Wang Zheng Hua Zhu Guan Huang Xinze Chen Jiagang Zhu Jiwen Lu VGen 22 148 0 18 Sep 2023
Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions Tianxu Wu Shuo Ye Shuhuang Chen Qinmu Peng Xinge You DiffM 31 3 0 15 Sep 2023
Beta Diffusion Mingyuan Zhou Tianqi Chen Zhendong Wang Huangjie Zheng DiffM 24 10 0 14 Sep 2023
DCTTS: Discrete Diffusion Model with Contrastive Learning for Text-to-speech Generation Zhichao Wu Qiulin Li Sixing Liu Qun Yang 24 3 0 13 Sep 2023
Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning Guisheng Liu Yi Li Zhengcong Fei Haiyan Fu Xiangyang Luo Yanqing Guo VLM DiffM 22 7 0 10 Sep 2023
Create Your World: Lifelong Text-to-Image Diffusion Gan Sun Wenqi Liang Jiahua Dong Jun Li Zhengming Ding Yang Cong DiffM VLM 30 29 0 08 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks Zigang Geng Binxin Yang Tiankai Hang Chen Li Shuyang Gu ... Jianmin Bao Zheng-Wei Zhang Han Hu Dongdong Chen Baining Guo DiffM VLM 51 93 0 07 Sep 2023
Hierarchical Masked 3D Diffusion Model for Video Outpainting Fanda Fan Chaoxu Guo Litong Gong Biao Wang T. Ge Yuning Jiang Chunjie Luo Jianfeng Zhan DiffM VGen 19 13 0 05 Sep 2023
Diffusion-based 3D Object Detection with Random Boxes Xin Zhou Jinghua Hou Tingting Yao Dingkang Liang Zhe Liu Zhikang Zou Xiaoqing Ye Jianwei Cheng Xiang Bai DiffM 32 8 0 05 Sep 2023
Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou 42 2 0 04 Sep 2023
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion Yunhong Lou Linchao Zhu Yaxiong Wang Xiaohan Wang Yezhou Yang DiffM 19 23 0 04 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 33 19 0 02 Sep 2023
QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation Learning Haohan Guo Fenglong Xie Jiawen Kang Yujia Xiao Xixin Wu Helen M. Meng 43 3 0 31 Aug 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J Clarkson Yipeng Hu DiffM MedIm 29 6 0 30 Aug 2023
Pose-Free Neural Radiance Fields via Implicit Pose Regularization Jiahui Zhang Fangneng Zhan Yingchen Yu Kunhao Liu Rongliang Wu Xiaoqin Zhang Ling Shao Shijian Lu 29 9 0 29 Aug 2023
Priority-Centric Human Motion Generation in Discrete Latent Space Hanyang Kong Kehong Gong Dongze Lian Michael Bi Mi Xinchao Wang DiffM 25 52 0 28 Aug 2023
LongDanceDiff: Long-term Dance Generation with Conditional Diffusion Model Siqi Yang Zejun Yang Zhisheng Wang 25 12 0 23 Aug 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
Lip Reading for Low-resource Languages by Learning and Combining General Speech Knowledge and Language-specific Knowledge Minsu Kim Jeong Hun Yeo J. Choi Y. Ro 34 16 0 18 Aug 2023
Likelihood-Based Text-to-Image Evaluation with Patch-Level Perceptual and Semantic Credit Assignment Qi Chen Chaorui Deng Zixiong Huang Bowen Zhang Mingkui Tan Qi Wu EGVM 19 0 0 16 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 27 120 0 15 Aug 2023
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation Sadeep Jayasumana Daniel Glasner Srikumar Ramalingam Andreas Veit Ayan Chakrabarti Surinder Kumar DiffM 27 0 0 14 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 46 22 0 11 Aug 2023
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation Leigang Qu Shengqiong Wu Hao Fei Liqiang Nie Tat-Seng Chua LM&Ro DiffM MLLM 35 88 0 09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 26 27 0 08 Aug 2023
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation Zijie Wu Yaonan Wang Mingtao Feng He-ping Xie Ajmal Mian DiffM 19 32 0 05 Aug 2023