见微知细之超分辨率GAN!附70多篇论文下载!
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这日,你伸着懒腰,打着呵欠,对着窗外,正感慨时光已逝,红了樱桃绿了芭蕉……忽然,桌面上的手机传来了一声微信的振动声,你极其不耐烦地走过去。
“老猪,我在超市看到了一个气质佳人!”
面对老铁这未见世面的无措,你弹指键飞:
“你还能见到啥佳人?再说,就你审美???”
“稍等!……”
“你要干嘛……”
很快,对面传来一幅图:
2. (2018-09-17) ESRGAN Enhanced Super-Resolution Generative Adversarial Networks
3. (2018-07-30) To learn image super-resolution use a GAN to learn how to do image degradation first
001 (2020-03-4) Turbulence Enrichment using Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/2003.01907.pdf
002 (2020-03-2) MRI Super-Resolution with GAN and 3D Multi-Level DenseNet Smaller Faster and Better
https://arxiv.xilesou.top/pdf/2003.01217.pdf
003 (2020-02-29) Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning
https://arxiv.xilesou.top/pdf/2003.00255.pdf
004 (2020-02-21) Generator From Edges Reconstruction of Facial Images
https://arxiv.xilesou.top/pdf/2002.06682.pdf
005 (2020-01-22) Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization
https://arxiv.xilesou.top/pdf/2001.08126.pdf
006 (2020-01-21) Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques
https://arxiv.xilesou.top/pdf/2001.07766.pdf
007 (2020-01-10) Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks
https://arxiv.xilesou.top/pdf/2001.05447.pdf
008 (2019-12-15) Image Processing Using Multi-Code GAN Prior
https://arxiv.xilesou.top/pdf/1912.07116.pdf
009 (2020-02-6) Quality analysis of DCGAN-generated mammography lesions
https://arxiv.xilesou.top/pdf/1911.12850.pdf
010 (2019-12-19) A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging
https://arxiv.xilesou.top/pdf/1911.04410.pdf
011 (2019-11-8) Joint Demosaicing and Super-Resolution (JDSR) Network Design and Perceptual Optimization
https://arxiv.xilesou.top/pdf/1911.03558.pdf
012 (2019-11-4) FCSR-GAN Joint Face Completion and Super-resolution via Multi-task Learning
https://arxiv.xilesou.top/pdf/1911.01045.pdf
013 (2019-10-9) Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution
https://arxiv.xilesou.top/pdf/1910.04074.pdf
014 (2020-02-3) Optimal Transport CycleGAN and Penalized LS for Unsupervised Learning in Inverse Problems
https://arxiv.xilesou.top/pdf/1909.12116.pdf
015 (2019-08-26) RankSRGAN Generative Adversarial Networks with Ranker for Image Super-Resolution
https://arxiv.xilesou.top/pdf/1908.06382.pdf
016 (2019-07-24) Progressive Perception-Oriented Network for Single Image Super-Resolution
https://arxiv.xilesou.top/pdf/1907.10399.pdf
017 (2019-07-26) Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning
https://arxiv.xilesou.top/pdf/1907.07131.pdf
018 (2019-07-15) Enhanced generative adversarial network for 3D brain MRI super-resolution
https://arxiv.xilesou.top/pdf/1907.04835.pdf
019 (2019-07-5) MRI Super-Resolution with Ensemble Learning and Complementary Priors
https://arxiv.xilesou.top/pdf/1907.03063.pdf
020 (2019-11-25) Image-Adaptive GAN based Reconstruction
https://arxiv.xilesou.top/pdf/1906.05284.pdf
021 (2019-06-13) A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression
https://arxiv.xilesou.top/pdf/1906.04681.pdf
022 (2019-06-4) A Multi-Pass GAN for Fluid Flow Super-Resolution
https://arxiv.xilesou.top/pdf/1906.01689.pdf
023 (2019-05-23) Generative Imaging and Image Processing via Generative Encoder
https://arxiv.xilesou.top/pdf/1905.13300.pdf
024 (2019-05-26) Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation
https://arxiv.xilesou.top/pdf/1905.10777.pdf
025 (2019-05-9) 3DFaceGAN Adversarial Nets for 3D Face Representation Generation and Translation
https://arxiv.xilesou.top/pdf/1905.00307.pdf
026 (2019-08-27) Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators
https://arxiv.xilesou.top/pdf/1904.10654.pdf
027 (2019-03-28) SRDGAN learning the noise prior for Super Resolution with Dual Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/1903.11821.pdf
028 (2019-03-21) Bandwidth Extension on Raw Audio via Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/1903.09027.pdf
029 (2019-03-6) DepthwiseGANs Fast Training Generative Adversarial Networks for Realistic Image Synthesis
https://arxiv.xilesou.top/pdf/1903.02225.pdf
030 (2019-02-28) A Unified Neural Architecture for Instrumental Audio Tasks
https://arxiv.xilesou.top/pdf/1903.00142.pdf
031 (2019-02-28) Two-phase Hair Image Synthesis by Self-Enhancing Generative Model
https://arxiv.xilesou.top/pdf/1902.11203.pdf
032 (2019-10-23) GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems
https://arxiv.xilesou.top/pdf/1902.09698.pdf
033 (2019-02-17) Progressive Generative Adversarial Networks for Medical Image Super resolution
https://arxiv.xilesou.top/pdf/1902.02144.pdf
034 (2019-01-31) Compressing GANs using Knowledge Distillation
https://arxiv.xilesou.top/pdf/1902.00159.pdf
035 (2019-01-18) Generative Adversarial Classifier for Handwriting Characters Super-Resolution
https://arxiv.xilesou.top/pdf/1901.06199.pdf
036 (2019-01-10) How Can We Make GAN Perform Better in Single Medical Image Super-Resolution A Lesion Focused Multi-Scale Approach
https://arxiv.xilesou.top/pdf/1901.03419.pdf
037 (2019-01-9) Detecting Overfitting of Deep Generative Networks via Latent Recovery
https://arxiv.xilesou.top/pdf/1901.03396.pdf
038 (2018-12-29) Brain MRI super-resolution using 3D generative adversarial networks
https://arxiv.xilesou.top/pdf/1812.11440.pdf
039 (2019-01-13) Efficient Super Resolution For Large-Scale Images Using Attentional GAN
https://arxiv.xilesou.top/pdf/1812.04821.pdf
040 (2019-12-24) Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation
https://arxiv.xilesou.top/pdf/1811.09393.pdf
041 (2018-11-20) Adversarial Feedback Loop
https://arxiv.xilesou.top/pdf/1811.08126.pdf
042 (2018-11-1) Bi-GANs-ST for Perceptual Image Super-resolution
https://arxiv.xilesou.top/pdf/1811.00367.pdf
043 (2018-10-15) Lesion Focused Super-Resolution
https://arxiv.xilesou.top/pdf/1810.06693.pdf
044 (2018-10-15) Deep learning-based super-resolution in coherent imaging systems
https://arxiv.xilesou.top/pdf/1810.06611.pdf
045 (2018-10-10) Image Super-Resolution Using VDSR-ResNeXt and SRCGAN
https://arxiv.xilesou.top/pdf/1810.05731.pdf
046 (2019-01-28) Multi-Scale Recursive and Perception-Distortion Controllable Image Super-Resolution
https://arxiv.xilesou.top/pdf/1809.10711.pdf
047 (2018-09-2) Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/1809.00437.pdf
048 (2018-09-17) ESRGAN Enhanced Super-Resolution Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/1809.00219.pdf
049 (2018-09-6) CT Super-resolution GAN Constrained by the Identical Residual and Cycle Learning Ensemble(GAN-CIRCLE)
https://arxiv.xilesou.top/pdf/1808.04256.pdf
050 (2018-07-30) To learn image super-resolution use a GAN to learn how to do image degradation first
https://arxiv.xilesou.top/pdf/1807.11458.pdf
051 (2018-07-1) Performance Comparison of Convolutional AutoEncoders Generative Adversarial Networks and Super-Resolution for Image Compression
https://arxiv.xilesou.top/pdf/1807.00270.pdf
052 (2018-12-19) Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution
https://arxiv.xilesou.top/pdf/1806.05764.pdf
053 (2018-08-22) cellSTORM - Cost-effective Super-Resolution on a Cellphone using dSTORM
https://arxiv.xilesou.top/pdf/1804.06244.pdf
054 (2018-04-10) A Fully Progressive Approach to Single-Image Super-Resolution
https://arxiv.xilesou.top/pdf/1804.02900.pdf
055 (2018-07-18) Maintaining Natural Image Statistics with the Contextual Loss
https://arxiv.xilesou.top/pdf/1803.04626.pdf
056 (2018-06-9) Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network
https://arxiv.xilesou.top/pdf/1803.01417.pdf
057 (2018-05-28) tempoGAN A Temporally Coherent Volumetric GAN for Super-resolution Fluid Flow
https://arxiv.xilesou.top/pdf/1801.09710.pdf
058 (2018-10-3) High-throughput high-resolution registration-free generated adversarial network microscopy
https://arxiv.xilesou.top/pdf/1801.07330.pdf
059 (2017-11-28) Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning
https://arxiv.xilesou.top/pdf/1711.10312.pdf
060 (2019-10-3) The Perception-Distortion Tradeoff
https://arxiv.xilesou.top/pdf/1711.06077.pdf
061 (2017-11-7) Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding Application to Real-time Indoor Localization
https://arxiv.xilesou.top/pdf/1711.02666.pdf
062 (2017-11-7) ZipNet-GAN Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
https://arxiv.xilesou.top/pdf/1711.02413.pdf
063 (2017-10-19) Generative Adversarial Networks An Overview
https://arxiv.xilesou.top/pdf/1710.07035.pdf
064 (2018-05-21) Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution
https://arxiv.xilesou.top/pdf/1710.04783.pdf
065 (2018-11-28) Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network
https://arxiv.xilesou.top/pdf/1708.09105.pdf
066 (2017-06-20) Perceptual Generative Adversarial Networks for Small Object Detection
https://arxiv.xilesou.top/pdf/1706.05274.pdf
067 (2017-05-7) A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA
https://arxiv.xilesou.top/pdf/1705.02583.pdf
068 (2017-05-5) Face Super-Resolution Through Wasserstein GANs
https://arxiv.xilesou.top/pdf/1705.02438.pdf
069 (2017-10-12) CVAE-GAN Fine-Grained Image Generation through Asymmetric Training
https://arxiv.xilesou.top/pdf/1703.10155.pdf
070 (2017-02-21) Amortised MAP Inference for Image Super-resolution
https://arxiv.xilesou.top/pdf/1610.04490.pdf
071 (2017-05-25) Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
https://arxiv.xilesou.top/pdf/1609.04802.pdf