Self-Attention Generative Adversarial Networks

21 May 2018

Papers citing "Self-Attention Generative Adversarial Networks"

50 / 557 papers shown

Title
Dual Attention GANs for Semantic Image Synthesis Hao Tang S. Bai N. Sebe 21 82 0 29 Aug 2020
Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation Yurui Ren Ge Li Shan Liu Thomas H. Li 3DH 31 65 0 27 Aug 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 32 9 0 26 Aug 2020
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention Bin Duan Hao Tang Wei Wang Ziliang Zong Guowei Yang Yan Yan 33 59 0 14 Aug 2020
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Fei Wu Xiaoyuan Jing Bingkun Bao Changsheng Xu 38 209 0 13 Aug 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 21 83 0 11 Aug 2020
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 11 119 0 10 Aug 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 41 317 0 09 Aug 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 21 5 0 08 Aug 2020
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization Zhiwen Zuo Lei Zhao Zhizhong Wang Haibo Chen Ailin Li Qijiang Xu Wei Xing Dongming Lu GAN 42 0 0 08 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 30 153 0 06 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 55 624 0 02 Aug 2020
Learning Disentangled Representations with Latent Variation Predictability Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 22 26 0 25 Jul 2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 94 159 0 24 Jul 2020
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 215 330 0 22 Jul 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 41 31 0 22 Jul 2020
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation Kenan E. Ak N. Xu Zhe-nan Lin Yilin Wang 19 12 0 20 Jul 2020
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism Hao Ding Songsong Wu Hao Tang Fei Wu Guangwei Gao Xiaoyuan Jing GAN 13 8 0 20 Jul 2020
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation Jue Jiang Yu-chi Hu N. Tyagi A. Rimner N. Lee Joseph O. Deasy S. Berry Harini Veeraraghavan OOD MedIm 16 40 0 18 Jul 2020
Volumetric Transformer Networks Seungryong Kim Sabine Süsstrunk Mathieu Salzmann ViT 30 5 0 18 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 24 60 0 17 Jul 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 35 86 0 16 Jul 2020
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 27 5 0 10 Jul 2020
Graph-Based Continual Learning Binh Tang David S. Matteson BDL CLL 29 36 0 09 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction Gaochang Wu Yingqian Wang Yebin Liu Lu Fang Tianyou Chai 3DV 31 45 0 05 Jul 2020
Estimation with Uncertainty via Conditional Generative Adversarial Networks Minhyeok Lee Junhee Seok MedIm 27 14 0 01 Jul 2020
Chroma Intra Prediction with attention-based CNN architectures Marc Górriz Saverio G. Blasi Alan F. Smeaton Noel E. O'Connor M. Mrak 16 15 0 27 Jun 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 30 18 0 26 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 36 136 0 25 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Yu Zhou QiXiang Ye 29 169 0 20 Jun 2020
Set Distribution Networks: a Generative Model for Sets of Images Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Carlos Guestrin J. Susskind GAN 29 2 0 18 Jun 2020
Unsupervised Pansharpening Based on Self-Attention Mechanism Ying Qu Razieh Kaviani Baghbaderani Hairong Qi C. Kwan 33 69 0 16 Jun 2020
DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection Hongruixuan Chen Chen Wu Bo Du Liangpei Zhang 13 15 0 16 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 31 32 0 16 Jun 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real Kanishka Rao Chris Harris A. Irpan Sergey Levine Julian Ibarz Mohi Khansari 32 182 0 16 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 19 62 0 13 Jun 2020
Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces Chaofei Yang Lei Ding Yiran Chen H. Li AAML 27 46 0 12 Jun 2020
FedGAN: Federated Generative Adversarial Networks for Distributed Data M. Rasouli Tao Sun Ram Rajagopal FedML 30 143 0 12 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 78 1,856 0 11 Jun 2020
Perceiving Music Quality with GANs Agrin Hilmkil Carl Thomé Anders Arpteg 23 3 0 11 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-man Cheung MedIm 18 35 0 09 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 27 294 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
The Lipschitz Constant of Self-Attention Hyunjik Kim George Papamakarios A. Mnih 14 135 0 08 Jun 2020
Data Augmentation using Generative Adversarial Networks (GANs) for GAN-based Detection of Pneumonia and COVID-19 in Chest X-ray Images Saman Motamed Patrik Rogalla Farzad Khalvati MedIm 16 4 0 05 Jun 2020
Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning Vanessa Volz Niels Justesen Sam Snodgrass S. Asadi Sami Purmonen Christoffer Holmgård Julian Togelius S. Risi 27 10 0 26 May 2020
Kernel Self-Attention in Deep Multiple Instance Learning Dawid Rymarczyk Adriana Borowa Jacek Tabor Bartosz Zieliñski SSL 14 5 0 25 May 2020
Few-shot Compositional Font Generation with Dual Memory Junbum Cha Sanghyuk Chun Gayoung Lee Bado Lee Seonghyeon Kim Hwalsuk Lee 19 77 0 21 May 2020
Normalized Attention Without Probability Cage Oliver Richter Roger Wattenhofer 14 21 0 19 May 2020