Methods › General › Loss Functions › GAN Least Squares Loss › Papers, page 2
GAN Least Squares Loss
Papers archive 2025-07-28
archive papers tagged: 421 · with a code link: 141 · where Syntology ran a sample: 16 (14 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (16 of 421 tagged: 14 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 5: papers 101 to 200 of 421, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN 3 Aug 2023 · 0 repositories · arXiv:2308.01769
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A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography 1 Aug 2023 · 0 repositories · arXiv:2308.00471
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Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation 30 Jul 2023 · 1 repository · arXiv:2307.16143
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Development of pericardial fat count images using a combination of three different deep-learning models 23 Jul 2023 · 0 repositories · arXiv:2307.12316
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CycleIK: Neuro-inspired Inverse Kinematics 21 Jul 2023 · 1 repository · arXiv:2307.11554
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Line Art Colorization of Fakemon using Generative Adversarial Neural Networks 11 Jul 2023 · 0 repositories · arXiv:2307.05760
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Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images 4 Jul 2023 · 0 repositories · arXiv:2307.01824
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xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network 27 Jun 2023 · 0 repositories · arXiv:2306.15760
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Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving Scenes 23 Jun 2023 · 1 repository · arXiv:2306.13725
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Semantically-aware Mask CycleGAN for Translating Artistic Portraits to Photo-realistic Visualizations 11 Jun 2023 · 0 repositories · arXiv:2306.06577
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Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI 7 Jun 2023 · 0 repositories · arXiv:2306.04339
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RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion 6 Jun 2023 · 0 repositories · arXiv:2306.03584
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A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis 5 Jun 2023 · 0 repositories · arXiv:2306.02901
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An Attentive-based Generative Model for Medical Image Synthesis 2 Jun 2023 · 1 repository · arXiv:2306.01562
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GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing 2 Jun 2023 · 0 repositories · arXiv:2306.01469
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Deep Transductive Transfer Learning for Automatic Target Recognition 23 May 2023 · 0 repositories · arXiv:2305.13886
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Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model 6 May 2023 · 0 repositories · arXiv:2305.03901
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BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging 22 Apr 2023 · 0 repositories · arXiv:2304.11313
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Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism 17 Apr 2023 · 0 repositories · arXiv:2304.08072
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UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation 28 Mar 2023 · 2 repositories · arXiv:2303.16280
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Whole-body PET image denoising for reduced acquisition time 28 Mar 2023 · 0 repositories · arXiv:2303.16085
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CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images 21 Mar 2023 · 0 repositories · arXiv:2303.11831
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Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition 7 Mar 2023 · 0 repositories · arXiv:2303.03657
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Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology 30 Jan 2023 · 0 repositories · arXiv:2301.13128
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Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images 23 Jan 2023 · 0 repositories · arXiv:2301.09431
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Unpaired Image-to-Image Translation with Limited Data to Reveal Subtle Phenotypes 21 Jan 2023 · 0 repositories · arXiv:2302.08503
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Leveraging generative adversarial networks to create realistic scanning transmission electron microscopy images 18 Jan 2023 · 1 repository · arXiv:2301.07743
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Discriminator-Cooperated Feature Map Distillation for GAN Compression 29 Dec 2022 · 1 repository · arXiv:2212.14169
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Unpaired Overwater Image Defogging Using Prior Map Guided CycleGAN 23 Dec 2022 · 0 repositories · arXiv:2212.12116
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Exploring Content Relationships for Distilling Efficient GANs 21 Dec 2022 · 1 repository · arXiv:2212.11091
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On the Applicability of Synthetic Data for Re-Identification 20 Dec 2022 · 1 repository · arXiv:2212.10105
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Efficient Visual Computing with Camera RAW Snapshots 15 Dec 2022 · 1 repository · arXiv:2212.07778
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GAMMA: Generative Augmentation for Attentive Marine Debris Detection 7 Dec 2022 · 0 repositories · arXiv:2212.03759
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Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training 30 Nov 2022 · 1 repository · arXiv:2212.00059
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Artifact Removal in Histopathology Images 29 Nov 2022 · 0 repositories · arXiv:2211.16161
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An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea 28 Nov 2022 · 0 repositories · arXiv:2211.14986
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SGCE-Font: Skeleton Guided Channel Expansion for Chinese Font Generation 26 Nov 2022 · 0 repositories · arXiv:2211.14475
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Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models 11 Nov 2022 · 0 repositories · arXiv:2211.06250
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StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding 11 Nov 2022 · 0 repositories · arXiv:2211.06198
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H&E Stain Normalization using U-Net 10 Nov 2022 · 0 repositories · arXiv:2211.05420
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A Diffeomorphic Flow-based Variational Framework for Multi-speaker Emotion Conversion 9 Nov 2022 · 0 repositories · arXiv:2211.05071
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DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data 2 Nov 2022 · 1 repository · arXiv:2211.01293
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Digital twins of physical printing-imaging channel 28 Oct 2022 · 0 repositories · arXiv:2210.17420
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Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs 28 Oct 2022 · 1 repository · arXiv:2210.15887
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Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses 20 Oct 2022 · 0 repositories · arXiv:2210.11642
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Wide Range MRI Artifact Removal with Transformers 14 Oct 2022 · 0 repositories · arXiv:2210.07976
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Anatomically constrained CT image translation for heterogeneous blood vessel segmentation 4 Oct 2022 · 0 repositories · arXiv:2210.01713
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Cyclegan Network for Sheet Metal Welding Drawing Translation 28 Sep 2022 · 0 repositories · arXiv:2209.14106
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A Dual-Cycled Cross-View Transformer Network for Unified Road Layout Estimation and 3D Object Detection in the Bird's-Eye-View 19 Sep 2022 · 1 repository · arXiv:2209.08844
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RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning 18 Sep 2022 · 1 repository · arXiv:2209.08630
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Comparative analysis of segmentation and generative models for fingerprint retrieval task 13 Sep 2022 · 0 repositories · arXiv:2209.06172
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Synthetic Latent Fingerprint Generator 29 Aug 2022 · 0 repositories · arXiv:2208.13811
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Region-guided CycleGANs for Stain Transfer in Whole Slide Images 26 Aug 2022 · 1 repository · arXiv:2208.12847
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Dance Style Transfer with Cross-modal Transformer 19 Aug 2022 · 0 repositories · arXiv:2208.09406
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Low-light Enhancement Method Based on Attention Map Net 19 Aug 2022 · 0 repositories · arXiv:2208.09330
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Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss 18 Aug 2022 · 0 repositories · arXiv:2208.08815
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CycleGAN with three different unpaired datasets 12 Aug 2022 · 0 repositories · arXiv:2208.06526
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DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network 21 Jul 2022 · 1 repository · arXiv:2207.10434
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Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression 21 Jul 2022 · 1 repository · arXiv:2207.10564
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VoloGAN: Adversarial Domain Adaptation for Synthetic Depth Data 19 Jul 2022 · 1 repository · arXiv:2207.09204
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Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation 18 Jul 2022 · 0 repositories · arXiv:2207.08989
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Generating near-infrared facial expression datasets with dimensional affect labels 28 Jun 2022 · 0 repositories · arXiv:2206.13887
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Stain Isolation-based Guidance for Improved Stain Translation 28 Jun 2022 · 0 repositories · arXiv:2207.00431
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A Deep Generative Model of Neonatal Cortical Surface Development 15 Jun 2022 · 0 repositories · arXiv:2206.07542
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Physically-admissible polarimetric data augmentation for road-scene analysis 15 Jun 2022 · 0 repositories · arXiv:2206.07431
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Semi-supervised MIMO Detection Using Cycle-consistent Generative Adversarial Network 8 Jun 2022 · 0 repositories · arXiv:2206.03686
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Region-aware Knowledge Distillation for Efficient Image-to-Image Translation 25 May 2022 · 0 repositories · arXiv:2205.12451
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Generative Models for Reproducible Coronary Calcium Scoring 24 May 2022 · 0 repositories · arXiv:2205.11967
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Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review 15 May 2022 · 0 repositories · arXiv:2205.07236
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Mask CycleGAN: Unpaired Multi-modal Domain Translation with Interpretable Latent Variable 14 May 2022 · 1 repository · arXiv:2205.06969
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Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN 23 Apr 2022 · 0 repositories · arXiv:2204.10970
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FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring 16 Apr 2022 · 0 repositories · arXiv:2204.07820
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Ensuring accurate stain reproduction in deep generative networks for virtual immunohistochemistry 14 Apr 2022 · 0 repositories · arXiv:2204.06849
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Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN 6 Apr 2022 · 0 repositories · arXiv:2204.03082
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Proactive Image Manipulation Detection 29 Mar 2022 · 1 repository · arXiv:2203.15880Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation 25 Mar 2022 · 0 repositories · arXiv:2203.13680
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Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning 15 Mar 2022 · 0 repositories · arXiv:2203.07677
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Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation 12 Mar 2022 · 0 repositories · arXiv:2203.06321
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UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation 4 Mar 2022 · 2 repositories · arXiv:2203.02557
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Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement 25 Feb 2022 · 0 repositories · arXiv:2202.12474
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Image translation of Ultrasound to Pseudo Anatomical Display by CycleGAN 16 Feb 2022 · 1 repository · arXiv:2202.08053
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Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data 8 Feb 2022 · 1 repository · arXiv:2202.03678
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Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space 17 Jan 2022 · 0 repositories · arXiv:2201.06415
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Drone Object Detection Using RGB/IR Fusion 11 Jan 2022 · 0 repositories · arXiv:2201.03786
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Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing 10 Jan 2022 · 0 repositories · arXiv:2201.03246
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Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints 1 Jan 2022 · 0 repositories
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Runway Extraction and Improved Mapping from Space Imagery 30 Dec 2021 · 0 repositories · arXiv:2201.00848
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Depth estimation of endoscopy using sim-to-real transfer 27 Dec 2021 · 0 repositories · arXiv:2112.13595
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Artifact Reduction in Fundus Imaging using Cycle Consistent Adversarial Neural Networks 25 Dec 2021 · 0 repositories · arXiv:2112.13264
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Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey 23 Dec 2021 · 0 repositories · arXiv:2112.12625
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Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning 16 Dec 2021 · 0 repositories · arXiv:2112.08837
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Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas 15 Dec 2021 · 0 repositories · arXiv:2112.08447
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GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANs 13 Dec 2021 · 1 repository · arXiv:2112.06431
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Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN 12 Dec 2021 · 0 repositories · arXiv:2112.06309
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Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans 11 Dec 2021 · 0 repositories · arXiv:2112.06031
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Tunable Image Quality Control of 3-D Ultrasound using Switchable CycleGAN 6 Dec 2021 · 0 repositories · arXiv:2112.02896
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Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey 26 Nov 2021 · 0 repositories · arXiv:2111.13282
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Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks 25 Nov 2021 · 0 repositories · arXiv:2111.13073
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Edge-preserving Domain Adaptation for semantic segmentation of Medical Images 18 Nov 2021 · 0 repositories · arXiv:2111.09847
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SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning 7 Nov 2021 · 1 repository · arXiv:2111.04026