Title
Boosting Image Outpainting with Semantic Layout Prediction Ye Ma Jin Ma Min Zhou Quan Chen T. Ge Yuning Jiang Tong Lin 116 7 0 18 Oct 2021
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders Ligong Han S. Musunuri Martin Renqiang Min Ruijiang Gao Yu Tian Dimitris N. Metaxas DRL 64 14 0 17 Oct 2021
Pose-guided Generative Adversarial Net for Novel View Action Synthesis Xianhang Li Junhao Zhang Kunchang Li Shruti Vyas Yogesh S Rawat GAN 118 3 0 15 Oct 2021
EFENet: Reference-based Video Super-Resolution with Enhanced Flow Estimation Yaping Zhao Mengqi Ji Ruqi Huang Bin Wang Shengjin Wang 69 12 0 15 Oct 2021
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps Nico Courts Henry Kvinge 40 4 0 13 Oct 2021
Identification of Attack-Specific Signatures in Adversarial Examples Hossein Souri Pirazh Khorramshahi Chun Pong Lau Micah Goldblum Rama Chellappa AAML MLAU 96 4 0 13 Oct 2021
Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution Minseok Choi Won Joon Yun Joongheon Kim SupR 70 5 0 12 Oct 2021
Deep Fusion Prior for Plenoptic Super-Resolution All-in-Focus Imaging Yuanjie Gu Yinghan Guan Zhibo Xiao Haoran Dai Cheng Liu Shouyu Wang SupR 57 1 0 12 Oct 2021
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset Kaihao Zhang Dongxu Li Wenhan Luo Jingyun Liu Jiankang Deng Wei Liu Stefanos Zafeiriou CVBM 102 15 0 11 Oct 2021
Weakly Supervised Contrastive Learning Mingkai Zheng Fei Wang Shan You Chao Qian Changshui Zhang Xiaogang Wang Chang Xu SSL 91 126 0 10 Oct 2021
Evaluating generative networks using Gaussian mixtures of image features Lorenzo Luzi Carlos Ortiz Marrero Nile Wynar Richard G. Baraniuk Michael J. Henry EGVM 36 13 0 08 Oct 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 154 429 0 08 Oct 2021
Burst Image Restoration and Enhancement Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad A Khan Ming-Hsuan Yang 157 88 0 07 Oct 2021
Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement Uddeshya Upadhyay Viswanath P. Sudarshan Suyash P. Awate MedIm 99 21 0 07 Oct 2021
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Victor Schmidt A. Luccioni Mélisande Teng Tianyu Zhang Alexia Reynaud ... Gautier Cosne Adrien Juraver V. Vardanyan Alex Hernandez-Garcia Yoshua Bengio GAN AI4CE 87 20 0 06 Oct 2021
Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint S. Sharma Abhinav Dhall Vinay Kumar CVBM GAN 129 4 0 05 Oct 2021
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data Kaiwen Cui Jiaxing Huang Zhipeng Luo Gongjie Zhang Fangneng Zhan Shijian Lu 101 35 0 04 Oct 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 73 99 0 01 Oct 2021
An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution James King Ramón Vinas Torné Alexander Campbell Pietro Lio DiffM 39 1 0 30 Sep 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 145 48 0 29 Sep 2021
Road Network Guided Fine-Grained Urban Traffic Flow Inference Lingbo Liu Mengmeng Liu Guanbin Li Ziyi Wu Junfan Lin Liang Lin AI4TS 123 13 0 29 Sep 2021
$AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging$ AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging Yudong Yao Henry Chan S. Sankaranarayanan Prasanna Balaprakash R. Harder Mathew J. Cherukara 65 46 0 28 Sep 2021
Structure-Preserving Image Super-Resolution Cheng Ma Yongming Rao Jiwen Lu Jie Zhou SupR 100 68 0 26 Sep 2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation Yahui Liu Yajing Chen Linchao Bao N. Sebe Bruno Lepri Marco De Nadai 118 12 0 26 Sep 2021
Quantifying point cloud realism through adversarially learned latent representations Larissa T. Triess David Peter Stefan A. Baur J. Marius Zöllner 3DPC 72 2 0 24 Sep 2021
DEM Super-Resolution with EfficientNetV2 B. Demiray M. Sit Ibrahim Demir 98 20 0 20 Sep 2021
Low-resolution Human Pose Estimation Chen Wang Feng Zhang Xiatian Zhu Shiping Ge 66 36 0 19 Sep 2021
Towards Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig 28 0 0 19 Sep 2021
Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics Kwangjin Yoon GAN 29 3 0 19 Sep 2021
WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data Rupa Kurinchi-Vendhan Björn Lütjens Ritwik Gupta Lucien Werner Dava Newman 87 18 0 17 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani B. Bischl Shekoofeh Azizi SSL 80 16 0 15 Sep 2021
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing Zhe Kong Wentian Zhang Feng Liu Wenhan Luo Haozhe Liu Linlin Shen Raghavendra Ramachandra AAML 104 7 0 09 Sep 2021
Toward Real-World Super-Resolution via Adaptive Downsampling Models Sanghyun Son Jaeha Kim Wei-Sheng Lai Ming-Husan Yang Kyoung Mu Lee 53 38 0 08 Sep 2021
Gradient Normalization for Generative Adversarial Networks Yi-Lun Wu Hong-Han Shuai Zhi Rui Tam H. Chiu GAN 96 64 0 06 Sep 2021
Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks Shengyu Chen S. Sammak P. Givi J. Yurko Xiaowei Jia AI4CE 57 10 0 06 Sep 2021
VARGAN: Variance Enforcing Network Enhanced GAN Sanaz Mohammadjafari Mucahit Cevik Ayse Basar GAN 33 1 0 05 Sep 2021
Dual-Camera Super-Resolution with Aligned Attention Modules Tengfei Wang Jiaxin Xie Wenxiu Sun Qiong Yan Qifeng Chen SupR 98 49 0 03 Sep 2021
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution Chun-Mei Feng Yu-bao Yan Kai-An Yu Yong Xu Ling Shao Huazhu Fu SupR MedIm 72 37 0 03 Sep 2021
Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN Y. Huang Zetao Jiang Qingzhong Wang Qi Jiang Guoming Pang 42 11 0 02 Sep 2021
Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes Chao Sun Zhedong Zheng Xiaohan Wang Mingliang Xu Yi Yang 3DPC SSL 68 25 0 01 Sep 2021
Super-Resolution Appearance Transfer for 4D Human Performances Marco Pesavento M. Volino A. Hilton 3DH SupR 67 2 0 31 Aug 2021
Attention-based Multi-Reference Learning for Image Super-Resolution Marco Pesavento M. Volino A. Hilton SupR 36 24 0 31 Aug 2021
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation S. Kato Kazuhiro Hotta 28 1 0 30 Aug 2021
Rethinking Deep Image Prior for Denoising Yeonsik Jo S. Chun Jonghyun Choi AI4CE 77 56 0 29 Aug 2021
Generalized Real-World Super-Resolution through Adversarial Robustness Angela Castillo María Escobar Juan C. Pérez Andrés Romero Radu Timofte Luc Van Gool Pablo Arbelaez 77 16 0 25 Aug 2021
Memory-Augmented Non-Local Attention for Video Super-Resolution Ji-yang Yu Jingen Liu Liefeng Bo Tao Mei SupR 100 33 0 25 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 200 2,988 0 23 Aug 2021
Zoom, Enhance! Measuring Surveillance GAN Up-sampling Jake Sparkman Abdalla Al-Ayrot Utkarsh Contractor 39 0 0 20 Aug 2021
Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation Jiaming Liu Ming Lu Kaixin Chen Xiaoqi Li Shizun Wang Zhaoqing Wang Enhua Wu Yurong Chen Chuang Zhang Ming Wu 79 28 0 18 Aug 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 73 42 0 18 Aug 2021