Image_Generation

Image_Generation

• 2021-10-06 ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods    Victor Schmidt, Alexandra Sasha Luccioni, Mélisande Teng, Tianyu Zhang, Alexia Reynaud, Sunand Raghupathi, Gautier Cosne, Adrien Juraver, Vahe Vardanyan, Alex Hernandez-Garcia, Yoshua Bengio arXiv_AI arXiv_AI  Unsupervised  Image_Generation  Pose  Action  GAN  PDF
• 2021-09-30 Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms    Siyuan Liu, Pew-Thian Yap arXiv_CV arXiv_CV  Image_Generation  Deep_Learning  PDF
• 2021-09-15 Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys    Aziz Koçanaoğulları, Cemre Ariyurek, Onur Afacan, Sila Kurugol arXiv_CV arXiv_CV  Reconstruction  Image_Generation  Optimization  Regularization  Pose  Quantitative  PDF
• 2021-08-22 Graph2Pix: A Graph-Based Image to Image Translation Framework    Dilara Gokay, Enis Simsar, Efehan Atici, Alper Ahmetoglu, Atif Emre Yuksel, Pinar Yanardag arXiv_CV arXiv_CV  Image_Generation  Pose  GAN  PDF
• 2021-08-16 Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch    Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti arXiv_CV arXiv_CV  Transformer  Embedding  Image_Generation  Sketch  Contrastive_Learning  Relation  Matching  PDF
• 2021-07-22 Semantic Text-to-Face GAN -ST^2FG    Manan Oza, Sukalpa Chanda, David Doermann arXiv_CV arXiv_CV  Embedding  Image_Generation  Bert  Sketch  Adversarial  Pose  Face  Attention  GAN  PDF
• 2021-06-06 MOC-GAN: Mixing Objects and Captions to Generate Realistic Images    Tao Ma, Yikang Li arXiv_CV arXiv_CV  Image_Generation  Pose  Action  Relation  Attention  GAN  Caption  PDF
• 2021-05-16 ExSinGAN: Learning an Explainable Generative Model from a Single Image    ZiCheng Zhang, CongYing Han, TianDe Guo arXiv_CV arXiv_CV  Image_Generation  Pose  Attention  GAN  PDF
• 2021-05-12 Label Geometry Aware Discriminator for Conditional Generative Networks    Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-04-26 CAGAN: Text-To-Image Generation with Combined Attention GANs    Henning Schulze, Dogucan Yaman, Alexander Waibel arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Action  Attention  GAN  PDF
• 2021-04-19 Image Modeling with Deep Convolutional Gaussian Mixture Models    Alexander Gepperth, Benedikt Pfülb arXiv_CV arXiv_CV  Gradient_Descent  Image_Generation  Detection  CNN  PDF
• 2021-04-06 Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers    Jun-En Ding, Chi-Hsiang Chu, Mong-Na Lo Huang, Chien-Ching Hsu arXiv_CV arXiv_CV  Embedding  Image_Generation  3D  Pose  Classification  Image_Classification  PDF
• 2021-03-05 Generating Images with Sparse Representations    Charlie Nash, Jacob Menick, Sander Dieleman, Peter W. Battaglia arXiv_CV arXiv_CV  Transformer  Image_Generation  Super_Resolution  Sparse  Pose  Image_Compression  PDF
• 2021-02-13 Multi-class Generative Adversarial Nets for Semi-supervised Image Classification    Saman Motamed, Farzad Khalvati arXiv_AI arXiv_AI  Image_Generation  Adversarial  Pose  Classification  GAN  Image_Classification  PDF
• 2021-02-09 Diverse Single Image Generation with Controllable Global Structure though Self-Attention    Sutharsan Mahendren, Chamira Edussooriya, Ranga Rodrigo arXiv_CV arXiv_CV  Image_Generation  Adversarial  Face  Attention  GAN  CNN  PDF
• 2021-02-02 Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search    Federico A. Galatolo, Mario G.C.A. Cimino, Gigliola Vaglini arXiv_AI arXiv_AI  Embedding  Image_Generation  Zero-Shot  GAN  Caption  PDF
• 2020-12-21 AVAE: Adversarial Variational Auto Encoder    Antoine Plumerault, Hervé Le Borgne, Céline Hudelot arXiv_CV arXiv_CV  Image_Generation  Adversarial  Quantitative  GAN  PDF
• 2020-12-09 Positional Encoding as Spatial Inductive Bias in GANs    Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy arXiv_CV arXiv_CV  Image_Generation  Pose  Relation  GAN  CNN  PDF
• 2020-12-08 GMM-Based Generative Adversarial Encoder Learning    Yuri Feigin, Hedva Spitzer, Raja Giryes arXiv_CV arXiv_CV  Image_Generation  Adversarial  GAN  PDF
• 2020-11-09 MUSE: Illustrating Textual Attributes by Portrait Generation    Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi arXiv_CV arXiv_CV  Reconstruction  Image_Generation  Pose  Emotion  Portrait_Generation  PDF
• 2020-10-28 Leveraging Visual Question Answering to Improve Text-to-Image Synthesis    Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Image_Generation  Pose  Face  VQA  QA  PDF
• 2020-10-15 A Human Eye-based Text Color Scheme Generation Method for Image Synthesis    Shao Wei Wang, Guan Jie Huang, Xiang Yu Luo arXiv_CV arXiv_CV  Image_Generation  Recognition  Scene_Text  Detection  PDF
• 2020-09-01 Text and Style Conditioned GAN for Generation of Offline Handwriting Lines    Brian Davis, Chris Tensmeyer, Brian Price, Curtis Wigington, Bryan Morse, Rajiv Jain arXiv_CV arXiv_CV  Handwriting  Image_Generation  Recognition  GAN  PDF
• 2020-08-07 Fighting Deepfake by Exposing the Convolutional Traces on Images    Luca Guarnera (1 and 2), Oliver Giudice (1), Sebastiano Battiato (1 and 2) ((1) University of Catania, (2) iCTLab s.r.l. - Spin-off of University of Catania) arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Classification  Detection  GAN  CNN  PDF
• 2020-07-20 Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism    Hao Ding, Songsong Wu, Hao Tang, Fei Wu, Guangwei Gao, Xiao-Yuan Jing arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Attention  GAN  PDF
• 2020-06-28 Progressive Generation of Long Text    Bowen Tan, Zichao Yang, Maruan AI-Shedivat, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL  Image_Generation  Pose  Language_Model  PDF
• 2020-06-26 Region-of-interest guided Supervoxel Inpainting for Self-supervision    Subhradeep Kayal, Shuai Chen, Marleen de Bruijne arXiv_CV arXiv_CV  Segmentation  Image_Generation  Inpainting  Self-Supervised  Pose  Medical  PDF
• 2020-06-13 Fine-grained Image-to-Image Transformation towards Visual Recognition    Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo arXiv_CV arXiv_CV  Image_Generation  Recognition  Adversarial  Pose  Face  Few-Shot  GAN  PDF
• 2020-04-21 Panoptic-based Image Synthesis    Aysegul Dundar, Karan Sapra, Guilin Liu, Andrew Tao, Bryan Catanzaro arXiv_CV arXiv_CV  Image_Generation  Pose  Action  Detection  PDF
• 2020-04-07 Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization    Yang Zhang, Changhui Hu, Xiaobo Lu arXiv_CV arXiv_CV  Quantization  Image_Generation  Super_Resolution  Adversarial  Pose  Quantitative  Attention  GAN  PDF
• 2020-03-18 Capsule GAN Using Capsule Network for Generator Architecture    Kanako Marusaki, Hiroshi Watanabe arXiv_CV arXiv_CV  Image_Generation  Recognition  Adversarial  Pose  Relation  GAN  CNN  PDF
• 2020-03-13 Semantic Pyramid for Image Generation    Assaf Shocher, Yossi Gandelsmam, Inbar Mosseri, Michal Yarom, Michal Irani, William T. Freeman, Tali Dekel arXiv_CV arXiv_CV  Image_Generation  Inpainting  Classification  GAN  Matching  PDF
• 2020-01-21 Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures    Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti, Romain Couillet arXiv_CV arXiv_CV  Image_Generation  Adversarial  Deep_Learning  GAN  PDF
• 2020-01-18 Text-to-Image Generation with Attention Based Recurrent Neural Networks    Tehseen Zia, Shahan Arif, Shakeeb Murtaza, Mirza Ahsan Ullah arXiv_CV arXiv_CV  Unsupervised  Image_Generation  RNN  Adversarial  Pose  Attention  GAN  Caption  Inference  PDF
• 2019-11-26 Spatial-Aware GAN for Unsupervised Person Re-identification    Fangneng Zhan, Shijian Lu, Aoran Xiao arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Image_Generation  Pose  GAN  Re-identification  PDF
• 2019-11-08 Collapse Resistant Deep Convolutional GAN for Multi-Object Image Generation    Elijah D. Bolluyt, Cristina Comaniciu arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Relation  GAN  CNN  PDF
• 2019-10-16 Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis    Xihui Liu, Guojun Yin, Jing Shao, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Image_Generation  Adversarial  Pose  Quantitative  GAN  CNN  PDF
• 2019-10-09 Text-to-Image Synthesis Based on Machine Generated Captions    Marco Menardi, Alex Falcon, Saida S.Mohamed, Lorenzo Seidenari, Giuseppe Serra, Alberto Del Bimbo, Carlo Tasso arXiv_CL arXiv_CL  Image_Caption  Image_Generation  Pose  GAN  Caption  PDF
• 2019-09-21 IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes    Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Quantitative  GAN  PDF
• 2019-09-10 DeepPrivacy: A Generative Adversarial Network for Face Anonymization    Håkon Hukkelås, Rudolf Mester, Frank Lindseth arXiv_AI arXiv_AI  Image_Generation  Adversarial  Pose  Face  Deep_Learning  PDF
• 2019-08-14 Dual Adversarial Inference for Text-to-Image Synthesis    Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di Jorio, Thomas Fevens arXiv_CV arXiv_CV  Unsupervised  Image_Generation  Adversarial  Inference  PDF
• 2019-08-05 Visual-Relation Conscious Image Generation from Structured-Text    Duc Minh Vo, Akihiro Sugimoto arXiv_CV arXiv_CV  Image_Generation  Pose  Relation  GAN  PDF
• 2019-07-05 Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression    Daniele Ravi, Daniel C. Alexander, Neil P. Oxtoby arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  Face  Quantitative  Deep_Learning  Prediction  PDF
• 2019-05-09 Interactive Image Generation Using Scene Graphs    Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah arXiv_AI arXiv_AI  Image_Generation  Adversarial  Pose  CNN  PDF
• 2019-03-27 Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis    Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan arXiv_CV arXiv_CV  Embedding  Image_Generation  Adversarial  Face  Attention  GAN  PDF
• 2019-02-26 Harmonic Unpaired Image-to-image Translation    Rui Zhang, Tomas Pfister, Jia Li arXiv_CV arXiv_CV  Image_Generation  Quantitative  GAN  Medical  PDF
• 2019-02-25 TraVeLGAN: Image-to-image Translation by Transformation Vector Learning    Matthew Amodio, Smita Krishnaswamy arXiv_CV arXiv_CV  Unsupervised  Image_Generation  Pose  GAN  PDF
• 2019-02-09 Adversarial Audio Synthesis    Chris Donahue, Julian McAuley, Miller Puckette arXiv_SD arXiv_SD  Unsupervised  Image_Generation  Adversarial  Speech  GAN  PDF
• 2019-01-13 Auto-Retoucher - A framework for Background Replacement and Image Editing    Yunxuan Xiao, Yikai Li, Yuwei Wu, Lizhen Zhu arXiv_CV arXiv_CV  Scene_Parsing  Image_Generation  Pose  Action  PDF
• 2019-01-08 GILT: Generating Images from Long Text    Ori Bar El, Ori Licht, Netanel Yosephian arXiv_AI arXiv_AI  Image_Generation  Relation  GAN  PDF
• 2018-12-28 On Computation and Generalization of GANs with Spectrum Control    Haoming Jiang, Zhehui Chen, Minshuo Chen, Feng Liu, Dingding Wang, Tuo Zhao arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  GAN  PDF
• 2018-12-12 Efficient Super Resolution For Large-Scale Image Using Attentional GAN    Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan arXiv_CV arXiv_CV  Image_Generation  Super_Resolution  Adversarial  Pose  Attention  GAN  PDF
• 2018-11-29 Diverse Image Synthesis from Semantic Layouts via Conditional IMLE    Ke Li, Tianhao Zhang, Jitendra Malik arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Image_Generation  GAN  PDF
• 2018-10-17 A Case for Object Compositionality in Deep Generative Models of Images    Sjoerd van Steenkiste, Karol Kurach, Sylvain Gelly arXiv_CV arXiv_CV  Image_Generation  Pose  Relation  GAN  PDF
• 2018-10-05 CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas    Amanpreet Singh, Sharan Agrawal arXiv_CV arXiv_CV  Embedding  Image_Generation  Pose  Attention  GAN  Caption  PDF
• 2018-10-02 Transferring GANs: generating images from limited data    Yaxing Wang, Chenshen Wu, Luis Herranz, Joost van de Weijer, Abel Gonzalez-Garcia, Bogdan Raducanu arXiv_CV arXiv_CV  Image_Generation  Knowledge  Adversarial  GAN  PDF
• 2018-08-22 TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks    Xinyue Liu, Xiangnan Kong, Lei Liu, Kuorong Chiang arXiv_AI arXiv_AI  Image_Generation  RNN  Adversarial  Pose  GAN  PDF
• 2018-08-14 Cross-view image synthesis using geometry-guided conditional GANs    Krishna Regmi, Ali Borji arXiv_CV arXiv_CV  Image_Generation  Adversarial  Pose  GAN  PDF
• 2018-07-25 How good is my GAN?    Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari arXiv_CV arXiv_CV  Image_Generation  Adversarial  Quantitative  Classification  Relation  GAN  Image_Classification  PDF
• 2018-07-19 Modeling Visual Context is Key to Augmenting Object Detection Datasets    Nikita Dvornik (Thoth), Julien Mairal (Thoth), Cordelia Schmid (Thoth) arXiv_CV arXiv_CV  Segmentation  Image_Generation  Recognition  Detection  Object_Detection  PDF
• 2018-07-04 Encoding Spatial Relations from Natural Language    Tiago Ramalho, Tomáš Kociský, Frederic Besse, S. M. Ali Eslami, Gábor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann arXiv_AI arXiv_AI  Image_Generation  Relation  PDF
• 2018-07-04 MIXGAN: Learning Concepts from Different Domains for Mixture Generation    Guang-Yuan Hao, Hong-Xing Yu, Wei-Shi Zheng arXiv_AI arXiv_AI  Image_Generation  Adversarial  Pose  GAN  PDF
• 2018-06-08 Generating Image Sequence from Description with LSTM Conditional GAN    Xu Ouyang, Xi Zhang, Di Ma, Gady Agam arXiv_CV arXiv_CV  Image_Generation  RNN  Adversarial  Pose  GAN  PDF
• 2016-02-29 Generating Images from Captions with Attention    Elman Mansimov, Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov arXiv_CV arXiv_CV  Image_Generation  Pose  Attention  Caption  PDF