Title
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks Jae Woong Soh N. Cho 31 0 0 03 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 103 42 0 03 Jul 2022
Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang Huan Yang Yanhong Zeng Jianlong Fu Hongtao Lu 80 10 0 03 Jul 2022
On the modern deep learning approaches for precipitation downscaling B. Kumar Kaustubh Atey B. Singh R. Chattopadhyay N. Acharya Manmeet Singh R. Nanjundiah A. S. Rao MLAU 60 42 0 02 Jul 2022
Unsupervised High-Resolution Portrait Gaze Correction and Animation Jichao Zhang Jingjing Chen Hao Tang E. Sangineto Peng Wu Yan Yan N. Sebe Wei Wang 3DH CVBM 85 5 0 01 Jul 2022
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition Mingkun Yang Minghui Liao Pu Lu Jing Wang Shenggao Zhu Hualin Luo Qingzhen Tian X. Bai SSL 117 60 0 01 Jul 2022
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona Valentin De Bortoli J. Delon A. Desolneux DiffM 90 39 0 29 Jun 2022
Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration Yanjiang Yu Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Ye Yuan Guoren Wang CVBM 71 5 0 28 Jun 2022
GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans P. Jeihouni O. Dehzangi Annahita Amireskandari A. Rezai Nasser M. Nasrabadi MedIm GAN 46 5 0 28 Jun 2022
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation Xiaomin Li Anne H. H. Ngu V. Metsis MedIm 91 33 0 28 Jun 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 66 0 0 27 Jun 2022
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems Chen Ling Junji Jiang Junxiang Wang Liang Zhao DiffM 90 47 0 24 Jun 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 108 70 0 23 Jun 2022
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification Héctor Carrión Mohammad Jafari Hsin-ya Yang Roslyn Rivkah M. Rolandi Marcella M. Gomez Narges Norouzi 65 6 0 21 Jun 2022
Using EBGAN for Anomaly Intrusion Detection Yinxue Cui Wenfeng Shen Jian Zhang Weijia Lu Chuang Liu Lingge Sun Sisi Chen 34 3 0 21 Jun 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 145 120 0 21 Jun 2022
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information Yuanjie Yan Suorong Yang Yan Wang Jian Zhao S. Furao 57 0 0 21 Jun 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 54 16 0 21 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 66 70 0 19 Jun 2022
Adversarially trained neural representations may already be as robust as corresponding biological neural representations Chong Guo Michael J. Lee Guillaume Leclerc Joel Dapello Yug Rao Aleksander Madry J. DiCarlo GAN AAML 50 13 0 19 Jun 2022
High Resolution Point Clouds from mmWave Radar Akarsh Prabhakara Tao Jin Arnav M. Das Gantavya Bhatt Lilly Kumari E. Soltanaghaei J. Bilmes Swarun Kumar Anthony G. Rowe 91 56 0 18 Jun 2022
FWD: Real-time Novel View Synthesis with Forward Warping and Depth Ang Cao C. Rockwell Justin Johnson 87 51 0 16 Jun 2022
Deepfake histological images for enhancing digital pathology Kianoush Falahkheirkhah Saumya Tiwari Kevin Yeh Sounak Gupta L. Herrera-Hernandez Michael R. McCarthy Rafael E. Jimenez J. Cheville Rohit Bhargava MedIm 107 3 0 16 Jun 2022
GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds Jianfeng Xiang Jiaolong Yang Yu Deng Xin Tong 87 84 0 15 Jun 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 93 23 0 14 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 79 59 0 14 Jun 2022
Learning Task-Independent Game State Representations from Unlabeled Images C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis SSL 79 6 0 13 Jun 2022
SmartGD: A GAN-Based Graph Drawing Framework for Diverse Aesthetic Goals Xiaoqi Wang Kevin Yen Yifan Hu Hang Shen 64 5 0 13 Jun 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 65 48 0 11 Jun 2022
Task Agnostic Restoration of Natural Video Dynamics M. K. Ali Dong-Jin Kim Tae Hyun Kim VGen 60 0 0 08 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Guoren Wang CVBM 74 17 0 08 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 83 12 0 08 Jun 2022
Delving into the Pre-training Paradigm of Monocular 3D Object Detection Zhuoling Li Chuanrui Zhang En Yu Haoqian Wang 37 1 0 08 Jun 2022
Improving trajectory calculations using deep learning inspired single image superresolution Rudiger Brecht L. Bakels Alexander Bihlo A. Stohl 67 0 0 07 Jun 2022
Scene Aware Person Image Generation through Global Contextual Conditioning Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein 3DH 79 5 0 06 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 81 20 0 06 Jun 2022
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences Christos Tzelepis James Oldfield Georgios Tzimiropoulos Ioannis Patras 53 16 0 05 Jun 2022
Real-Time Super-Resolution for Real-World Images on Mobile Devices Jie Cai Zibo Meng Jiaming Ding C. Ho SupR 67 5 0 03 Jun 2022
Invertible Neural Networks for Graph Prediction Chen Xu Xiuyuan Cheng Yao Xie GNN 83 10 0 02 Jun 2022
Super-resolving 2D stress tensor field conserving equilibrium constraints using physics informed U-Net Kazuo Yonekura Kento Maruoka Kyoku Tyou Katsuyuki Suzuki 21 1 0 02 Jun 2022
Compound Multi-branch Feature Fusion for Real Image Restoration Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 56 8 0 02 Jun 2022
PAGER: Progressive Attribute-Guided Extendable Robust Image Generation Zohreh Azizi C.-C. Jay Kuo VLM DiffM GAN 89 9 0 01 Jun 2022
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention Yuxi Cai Huicheng Lai SupR 53 7 0 27 May 2022
Structure Unbiased Adversarial Model for Medical Image Segmentation Tianyang Zhang Shaoming Zheng Jun Cheng Xi Jia Joseph Bartlett Xinxing Cheng Huazhu Fu Zhaowen Qiu Jiang-Dong Liu Jinming Duan GAN MedIm 66 0 0 25 May 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 85 12 0 25 May 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 75 14 0 23 May 2022
How to Guide Adaptive Depth Sampling? Ilya Tcenov Guy Gilboa 58 2 0 20 May 2022
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 71 4 0 20 May 2022
Deep transfer learning for image classification: a survey J. Plested Tom Gedeon OOD 80 39 0 20 May 2022
Semantically Accurate Super-Resolution Generative Adversarial Networks Tristan Frizza D. Dansereau Nagita Mehr Seresht M. Bewley GAN 88 9 0 17 May 2022