TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up

14 February 2021

Papers citing "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up"

50 / 58 papers shown

Title
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation Jutika Borah H. Singh MedIm 45 0 0 14 Mar 2025
Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos Zhiyu Tan Junyan Wang Hao Yang Luozheng Qin Hesen Chen Qiang-feng Zhou Hao Li VGen 69 0 0 28 Feb 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 33 0 0 20 Jan 2025
Model Synthesis for Zero-Shot Model Attribution Tianyun Yang Juan Cao Danding Wang Chang Xu WIGM 72 4 0 20 Jan 2025
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 40 2 0 04 Jun 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 64 2 0 27 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 36 8 0 02 May 2024
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 52 174 0 11 Dec 2023
TabMT: Generating tabular data with masked transformers Manbir Gulati Paul F. Roysdon LMTD 50 33 0 11 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 34 5 0 30 Nov 2023
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 44 3 0 23 Nov 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning Chunqing Ruan Hongjian Wang VLM VPVLM 32 1 0 12 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 22 3 0 06 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 34 2 0 03 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Xiaozhong Liu 78 31 0 27 Aug 2023
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation Zihao Wang Yiming Huang Ziyu Zhou 29 0 0 23 Aug 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 39 14 0 15 May 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR Aneeshan Sain A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Soumitri Chattopadhyay Tao Xiang Yi-Zhe Song 28 18 0 24 Mar 2023
Transformer-based Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 51 15 0 08 Mar 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 38 33 0 17 Feb 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 19 2 0 17 Jan 2023
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao L. Zhang 44 10 0 28 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 26 7 0 22 Dec 2022
Can We Find Strong Lottery Tickets in Generative Models? Sangyeop Yeo Yoojin Jang Jy-yong Sohn Dongyoon Han Jaejun Yoo 20 6 0 16 Dec 2022
Long-Range Zero-Shot Generative Deep Network Quantization Yan Luo Yangcheng Gao Zhao Zhang Haijun Zhang Mingliang Xu Meng Wang MQ 28 9 0 13 Nov 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 31 81 0 26 Oct 2022
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture Yi Mo Dongxian Wu Yifei Wang Yiwen Guo Yisen Wang ViT 42 52 0 14 Oct 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness Dacheng Li Hongyi Wang Eric P. Xing Haotong Zhang MoE 14 20 0 13 Oct 2022
Generative Adversarial Nets: Can we generate a new dataset based on only one training set? Lan V. Truong GAN OOD 17 0 0 12 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 25 57 0 12 Oct 2022
Implicit Warping for Animation with Image Sets Arun Mallya Ting-Chun Wang Ming-Yu Liu VGen 116 41 0 04 Oct 2022
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation Giammarco La Barbera Haithem Boussaid Francesco Maso S. Sarnacki L. Rouet Pietro Gori Isabelle Bloch DiffM MedIm 40 8 0 04 Oct 2022
Delving Globally into Texture and Structure for Image Inpainting Haipeng Liu Yang Wang Meng Wang Yong Rui DiffM 30 25 0 17 Sep 2022
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification Jiazhi Li Wael AbdAlmageed CVBM 24 8 0 14 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 43 845 0 07 Sep 2022
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Wei Yan Yeqiang Qian Chunxiang Wang Ming Yang 34 17 0 23 Aug 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 33 4 0 16 Jul 2022
CTrGAN: Cycle Transformers GAN for Gait Transfer Shahar Mahpod Noam Gaash Hay Hoffman Gil Ben-Artzi ViT 28 1 0 30 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 34 32 0 19 Jun 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models Dongjun Kim Byeonghu Na S. Kwon Dongsoo Lee Wanmo Kang Il-Chul Moon DiffM 213 51 0 27 May 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 11 53 0 28 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
Wasserstein Adversarial Transformer for Cloud Workload Prediction Shivani Arbat V. Jayakumar Jaewoo Lee Wei Wang I. Kim AI4TS 11 22 0 12 Mar 2022
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice Peihao Wang Wenqing Zheng Tianlong Chen Zhangyang Wang ViT 22 127 0 09 Mar 2022
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Ming Dai Jian Hu Jiedong Zhuang E. Zheng ViT 45 111 0 23 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 33 53 0 03 Jan 2022
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 23 30 0 01 Dec 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 25 6 0 26 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 74 330 0 11 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 27 26 0 05 Nov 2021