Title
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 83 43 0 06 Jul 2021
Impact of deep learning-based image super-resolution on binary signal detection Xiaohui Zhang Varun A. Kelkar Jason L. Granstedt Hua Li M. Anastasio MedIm 61 23 0 06 Jul 2021
Can Super Resolution be used to improve Human Pose Estimation in Low Resolution Scenarios? Peter Hardy S. Dasmahapatra Hansung Kim SupR 3DH 65 1 0 05 Jul 2021
SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network Nazmul Karim Nazanin Rahnavard GAN 43 12 0 03 Jul 2021
On Measuring and Controlling the Spectral Bias of the Deep Image Prior Prithvijit Chakrabarty Pascal Mettes Subhransu Maji Cees G. M. Snoek 106 62 0 02 Jul 2021
Adversarial Machine Learning for Cybersecurity and Computer Vision: Current Developments and Challenges B. Xi AAML 49 29 0 30 Jun 2021
SinGAN-Seg: Synthetic training data generation for medical image segmentation Vajira Thambawita Pegah Salehi Sajad Amouei Sheshkal Steven A. Hicks Hugo L.Hammer Sravanthi Parasa Thomas de Lange Pål Halvorsen Michael A. Riegler MedIm 75 87 0 29 Jun 2021
A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement Uddeshya Upadhyay Suyash P. Awate GAN MedIm 66 21 0 29 Jun 2021
Spiking-GAN: A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding V. Kotariya U. Ganguly GAN 50 20 0 29 Jun 2021
Two-Stage Self-Supervised Cycle-Consistency Network for Reconstruction of Thin-Slice MR Images Zhiyang Lu Zheng Li Jun Wang Jun Shi Dinggang Shen 121 14 0 29 Jun 2021
Text Prior Guided Scene Text Image Super-resolution Jianqi Ma Shihao Guo Lei Zhang 63 63 0 29 Jun 2021
Descriptive Modeling of Textiles using FE Simulations and Deep Learning A. Mendoza Roger Trullo Y. Wielhorski AI4CE 17 40 0 26 Jun 2021
Half-body Portrait Relighting with Overcomplete Lighting Representation Guoxian Song Tat-Jen Cham Jianfei Cai Jianmin Zheng 3DH 57 7 0 25 Jun 2021
Learning by Planning: Language-Guided Global Image Editing Jing Shi Ning Xu Yihang Xu Trung Bui Franck Dernoncourt Chenliang Xu DiffM LM&Ro 59 33 0 24 Jun 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 122 6 0 24 Jun 2021
Video Super-Resolution with Long-Term Self-Exemplars Guotao Meng Yue Wu Sijin Li Qifeng Chen SupR 28 0 0 24 Jun 2021
Fairness for Image Generation with Uncertain Sensitive Attributes A. Jalal Sushrut Karmalkar Jessica Hoffmann A. Dimakis Eric Price DiffM 69 42 0 23 Jun 2021
An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN Amir Hosein Afandizadeh Zargari Seyed Amir Hossein Aqajari Hadi Khodabandeh Amir M. Rahmani Fadi J. Kurdahi 56 39 0 22 Jun 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 97 25 0 22 Jun 2021
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests Sara Björk S. N. Anfinsen E. Næsset T. Gobakken Eliakimu Zahabu 60 7 0 21 Jun 2021
Manifold Matching via Deep Metric Learning for Generative Modeling Mengyu Dai Haibin Hang GAN 43 10 0 20 Jun 2021
Artificial Neural Network for Cybersecurity: A Comprehensive Review Prajoy Podder Subrato Bharati Hossain Mondal Pinto Kumar Paul Utku Kose AAML 39 22 0 20 Jun 2021
One-to-many Approach for Improving Super-Resolution Sieun Park Eunho Lee SupR 62 1 0 19 Jun 2021
Fingerprinting Image-to-Image Generative Adversarial Networks Guanlin Li Guowen Xu Han Qiu Shangwei Guo Run Wang Jiwei Li Tianwei Zhang Rongxing Lu WIGM 67 0 0 19 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 66 0 0 16 Jun 2021
Compound Frechet Inception Distance for Quality Assessment of GAN Created Images Eric J. Nunn P. Khadivi S. Samavi EGVM 48 20 0 16 Jun 2021
Perceptually-inspired super-resolution of compressed videos Di Ma Mariana Afonso Fan Zhang David R. Bull GAN SupR 59 19 0 15 Jun 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 94 113 0 15 Jun 2021
Group-based Bi-Directional Recurrent Wavelet Neural Networks for Video Super-Resolution Y. Choi Young-Woon Lee Byung-Gyu Kim 49 2 0 14 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 84 24 0 14 Jun 2021
Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective Qinjie Lyu Xiao Fu Weiran Wang Songtao Lu SSL 89 31 0 14 Jun 2021
Styleformer: Transformer based Generative Adversarial Networks with Style Vector Jeeseung Park Younggeun Kim ViT 129 49 0 13 Jun 2021
Pyramidal Dense Attention Networks for Lightweight Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 26 3 0 13 Jun 2021
Feedback Pyramid Attention Networks for Single Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 39 16 0 13 Jun 2021
Deep Learning for Predictive Analytics in Reversible Steganography Ching-Chun Chang Xu Wang Sisheng Chen Isao Echizen Victor Sanchez Chang-Tsun Li 49 8 0 13 Jun 2021
Evaluating Deep Neural Networks for Image Document Enhancement Lucas N. Kirsten R. Piccoli R. Ribani 25 4 0 11 Jun 2021
A self-adapting super-resolution structures framework for automatic design of GAN Yibo Guo Haidi Wang Yiming Fan Shunyao Li Mingliang Xu 27 0 0 10 Jun 2021
Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN Yibo Guo Haidi Wang Yiming Fan Shunyao Li Mingliang Xu SupR 30 0 0 10 Jun 2021
A multi-stage GAN for multi-organ chest X-ray image generation and segmentation Giorgio Ciano P. Andreini Tommaso Mazzierli Monica Bianchini F. Scarselli GAN MedIm 82 20 0 09 Jun 2021
Self-supervision of Feature Transformation for Further Improving Supervised Learning Zilin Ding Yuhang Yang Xuan Cheng Xiaomin Wang Ming-Yuan Liu SSL 26 2 0 09 Jun 2021
Variational AutoEncoder for Reference based Image Super-Resolution Zhi-Song Liu W. Siu Li-Wen Wang SupR 66 42 0 08 Jun 2021
Generative Flows with Invertible Attentions R. Sukthanker Zhiwu Huang Suryansh Kumar Radu Timofte Luc Van Gool 54 14 0 07 Jun 2021
NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results Goutam Bhat Martin Danelljan Radu Timofte Kazutoshi Akita Wooyeong Cho ... Rao Muhammad Umer Youliang Yan Lei Yu Magauiya Zhussip X. Zou SupR 77 39 0 07 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 134 48 0 07 Jun 2021
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning Jie Gui Xiaofeng Cong Yuan Cao Wenqi Ren Jun Zhang Jing Zhang Jie Cao Dacheng Tao 130 58 0 07 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 48 35 0 06 Jun 2021
Noise Conditional Flow Model for Learning the Super-Resolution Space Younggeun Kim Donghee Son SupR 81 25 0 06 Jun 2021
T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing Lirong Zheng Yanshan Li Kaihao Zhang Wenhan Luo 84 29 0 05 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 86 38 0 05 Jun 2021
GLSD: The Global Large-Scale Ship Database and Baseline Evaluations Z. Shao Jiaming Wang Lianbing Deng Xiao Huang Tao Lu ... Ruiqian Zhang Xianwei Lv Chaoya Dang Qing Ding Zhiqiang Wang ObjD AI4TS 30 7 0 05 Jun 2021