Hierarchical Text-Conditional Image Generation with CLIP Latents

13 April 2022

Papers citing "Hierarchical Text-Conditional Image Generation with CLIP Latents"

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Title
VQ3D: Learning a 3D-Aware Generative Model on ImageNet Kyle Sargent Jing Yu Koh Han Zhang Huiwen Chang Charles Herrmann Pratul P. Srinivasan Jiajun Wu Deqing Sun 106 31 0 14 Feb 2023
DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models Shidong Cao Wenhao Chai Shengyu Hao Yanting Zhang Hangyue Chen Gaoang Wang DiffM 90 41 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 129 46 0 14 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 109 18 0 13 Feb 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation Zoey Chen Sho Kiami Abhishek Gupta Vikash Kumar LM&Ro 89 87 0 13 Feb 2023
Raising the Cost of Malicious AI-Powered Image Editing Hadi Salman Alaa Khaddaj Guillaume Leclerc Andrew Ilyas Aleksander Madry DiffM 103 118 0 13 Feb 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 140 23 0 13 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 69 3 0 13 Feb 2023
Single Motion Diffusion Sigal Raab Inbal Leibovitch Guy Tevet Moab Arar Amit H. Bermano Daniel Cohen-Or DiffM VGen 132 60 0 12 Feb 2023
I $^2$ SB: Image-to-Image Schrödinger Bridge Guan-Horng Liu Arash Vahdat De-An Huang Evangelos A. Theodorou Weili Nie Anima Anandkumar DiffM 116 154 0 12 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 99 53 0 12 Feb 2023
Level Generation Through Large Language Models Graham Todd Sam Earle Muhammad Umair Nasir M. Green Julian Togelius 94 79 0 11 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 146 69 0 11 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 196 4,192 1 10 Feb 2023
MaskSketch: Unpaired Structure-guided Masked Image Generation D. Bashkirova José Lezama Kihyuk Sohn Kate Saenko Irfan Essa DiffM 60 25 0 10 Feb 2023
Combining Reconstruction and Contrastive Methods for Multimodal Representations in RL P. Becker Sebastian Mossburger Fabian Otto Gerhard Neumann SSL 66 2 0 10 Feb 2023
ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning Alexander M. Moore Randy C. Paffenroth K. T. Ngo J. Uzarski OOD AAML 51 1 0 09 Feb 2023
Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models Maciej P. Polak S. Modi Anna Latosinska Jinming Zhang Ching-Wen Wang Shanonan Wang Ayan Deep Hazra Dane Morgan 85 21 0 09 Feb 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics Anton Voronov Mikhail Khoroshikh Artem Babenko Max Ryabinin 71 6 0 09 Feb 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick Pierre Harvey Richemond Allison C. Tam Yunhao Tang Florian Strub Bilal Piot Felix Hill SSL 82 11 0 09 Feb 2023
Better Diffusion Models Further Improve Adversarial Training Zekai Wang Tianyu Pang Chao Du Min Lin Weiwei Liu Shuicheng Yan DiffM 106 228 0 09 Feb 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 130 70 0 09 Feb 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models Peng Fei Zhu Chao Pang Yekun Chai Lei Li Shuohuan Wang Yu Sun Hao Tian Hua Wu DiffM 46 20 0 09 Feb 2023
Contour Completion using Deep Structural Priors Ali Shiraee Morteza Rezanejad Mohammad Khodadad Dirk Bernhardt-Walther H. Mahyar 21 0 0 09 Feb 2023
Geometry of Score Based Generative Models S. Ghimire Jinyang Liu Armand Comas Massague Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 79 9 0 09 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 147 177 0 08 Feb 2023
Diagnosing and Rectifying Vision Models using Language Yuhui Zhang Jeff Z. HaoChen Shih-Cheng Huang Kuan-Chieh Wang James Zou Serena Yeung 89 48 0 08 Feb 2023
PFGM++: Unlocking the Potential of Physics-Inspired Generative Models Yilun Xu Ziming Liu Yonglong Tian Shangyuan Tong Max Tegmark Tommi Jaakkola AI4CE DiffM 99 72 0 08 Feb 2023
Black Box Adversarial Prompting for Foundation Models Natalie Maus Patrick Chao Eric Wong Jacob R. Gardner VLM 85 60 0 08 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 68 189 0 08 Feb 2023
Noise2Music: Text-conditioned Music Generation with Diffusion Models Qingqing Huang Daniel S. Park Tao Wang Timo I. Denk Andy Ly ... Jesse Engel Quoc V. Le William Chan Zhifeng Chen Wei Han MGen DiffM 112 202 0 08 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models Hyeonho Jeong Gihyun Kwon Jong Chul Ye 75 23 0 08 Feb 2023
Information-Theoretic Diffusion Xianghao Kong Rob Brekelmans Greg Ver Steeg DiffM 59 16 0 07 Feb 2023
Concept Algebra for (Score-Based) Text-Controlled Generative Models Zihao Wang Lin Gui Jeffrey Negrea Victor Veitch CoGe DiffM 90 41 0 07 Feb 2023
Auditing Gender Presentation Differences in Text-to-Image Models Yanzhe Zhang Lu Jiang Greg Turk Diyi Yang EGVM 90 24 0 07 Feb 2023
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness Felix Friedrich Manuel Brack Lukas Struppek Dominik Hintersdorf P. Schramowski Sasha Luccioni Kristian Kersting 139 126 0 07 Feb 2023
Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion Jordan Shipard Arnold Wiliem Kien Nguyen Thanh Wei Xiang Clinton Fookes DiffM 103 77 0 07 Feb 2023
Membership Inference Attacks against Diffusion Models Tomoya Matsumoto Takayuki Miura Naoto Yanai DiffM 87 60 0 07 Feb 2023
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov DiffM VLM 110 257 0 07 Feb 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 119 453 0 06 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 188 539 0 06 Feb 2023
Ten Lessons We Have Learned in the New "Sparseland": A Short Handbook for Sparse Neural Network Researchers Shiwei Liu Zhangyang Wang 125 32 0 06 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 77 104 0 05 Feb 2023
Leaving Reality to Imagination: Robust Classification via Generated Datasets Hritik Bansal Aditya Grover OOD 117 94 0 05 Feb 2023
Mixture of Diffusers for scene composition and high resolution image generation Á. Jiménez DiffM 73 46 0 05 Feb 2023
Eliminating Contextual Prior Bias for Semantic Image Editing via Dual-Cycle Diffusion Zuopeng Yang Tianshu Chu Xin Lin Erdun Gao Daqing Liu J. Yang Chaoyue Wang DiffM 61 21 0 05 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 46 0 0 05 Feb 2023
Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation Shiqi Sun Shancheng Fang Qian He Wei Liu DiffM 52 3 0 05 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 61 0 0 05 Feb 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 140 43 0 04 Feb 2023