Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN
Fuente:
arXiv
Saved in:
| Main Authors: | Shatri, Elona, Palavala, Kalikidhar, Fazekas, George |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Benchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis
by: Mehwish, Humaira, et al.
Published: (2026)
by: Mehwish, Humaira, et al.
Published: (2026)
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation
by: Shatri, Elona, et al.
Published: (2024)
by: Shatri, Elona, et al.
Published: (2024)
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024)
by: Yang, Shiqi, et al.
Published: (2024)
CoroNetGAN: Controlled Pruning of GANs via Hypernetworks
by: Kumar, Aman, et al.
Published: (2024)
by: Kumar, Aman, et al.
Published: (2024)
Diabetic Retinopathy Detection Using CNN with Residual Block with DCGAN
by: Aronno, Debjany Ghosh, et al.
Published: (2025)
by: Aronno, Debjany Ghosh, et al.
Published: (2025)
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
by: Athreya, Shreeram, et al.
Published: (2023)
by: Athreya, Shreeram, et al.
Published: (2023)
Novel Hybrid Integrated Pix2Pix and WGAN Model with Gradient Penalty for Binary Images Denoising
by: Tirel, Luca, et al.
Published: (2024)
by: Tirel, Luca, et al.
Published: (2024)
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
by: Bendel, Matthew C., et al.
Published: (2024)
by: Bendel, Matthew C., et al.
Published: (2024)
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method
by: Ghosh, Tashmoy
Published: (2024)
by: Ghosh, Tashmoy
Published: (2024)
AmbientCycleGAN for Establishing Interpretable Stochastic Object Models Based on Mathematical Phantoms and Medical Imaging Measurements
by: Xu, Xichen, et al.
Published: (2024)
by: Xu, Xichen, et al.
Published: (2024)
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
by: Tian, Xin, et al.
Published: (2023)
by: Tian, Xin, et al.
Published: (2023)
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
by: Tian, Xin, et al.
Published: (2024)
by: Tian, Xin, et al.
Published: (2024)
Multi-resolution Guided 3D GANs for Medical Image Translation
by: Ha, Juhyung, et al.
Published: (2024)
by: Ha, Juhyung, et al.
Published: (2024)
ABCDEFGH: An Adaptation-Based Convolutional Neural Network-CycleGAN Disease-Courses Evolution Framework Using Generative Models in Health Education
by: Min, Ruiming, et al.
Published: (2025)
by: Min, Ruiming, et al.
Published: (2025)
Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach
by: Shatri, Elona, et al.
Published: (2024)
by: Shatri, Elona, et al.
Published: (2024)
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis
by: Abdellatif, Alhasan, et al.
Published: (2023)
by: Abdellatif, Alhasan, et al.
Published: (2023)
GANs vs. Diffusion Models for virtual staining with the HER2match dataset
by: Klöckner, Pascal, et al.
Published: (2025)
by: Klöckner, Pascal, et al.
Published: (2025)
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data
by: Feng, Yinqiu, et al.
Published: (2024)
by: Feng, Yinqiu, et al.
Published: (2024)
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models
by: Frisch, Yannik, et al.
Published: (2023)
by: Frisch, Yannik, et al.
Published: (2023)
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising
by: Yang, Qijun, et al.
Published: (2025)
by: Yang, Qijun, et al.
Published: (2025)
$\mathbfΦ$-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data
by: Zhang, Xidan, et al.
Published: (2025)
by: Zhang, Xidan, et al.
Published: (2025)
Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion
by: Vivekananthan, Sanchayan
Published: (2024)
by: Vivekananthan, Sanchayan
Published: (2024)
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches
by: Mathew, Shawn, et al.
Published: (2023)
by: Mathew, Shawn, et al.
Published: (2023)
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation
by: Yeo, Sangyeop, et al.
Published: (2024)
by: Yeo, Sangyeop, et al.
Published: (2024)
A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
by: Dou, Haoran, et al.
Published: (2022)
by: Dou, Haoran, et al.
Published: (2022)
CAS-GAN for Contrast-free Angiography Synthesis
by: Huang, De-Xing, et al.
Published: (2024)
by: Huang, De-Xing, et al.
Published: (2024)
MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease
by: Sikka, Apoorva, et al.
Published: (2021)
by: Sikka, Apoorva, et al.
Published: (2021)
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task
by: Zhang, Hannuo, et al.
Published: (2024)
by: Zhang, Hannuo, et al.
Published: (2024)
4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis
by: Zhao, An, et al.
Published: (2025)
by: Zhao, An, et al.
Published: (2025)
A Wavelet Diffusion GAN for Image Super-Resolution
by: Aloisi, Lorenzo, et al.
Published: (2024)
by: Aloisi, Lorenzo, et al.
Published: (2024)
Does Diffusion Beat GAN in Image Super Resolution?
by: Kuznedelev, Denis, et al.
Published: (2024)
by: Kuznedelev, Denis, et al.
Published: (2024)
Asymmetric GANs for Image-to-Image Translation
by: Tang, Hao, et al.
Published: (2019)
by: Tang, Hao, et al.
Published: (2019)
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs
by: Crespi, Leonardo, et al.
Published: (2024)
by: Crespi, Leonardo, et al.
Published: (2024)
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography
by: Song, Yuhan, et al.
Published: (2024)
by: Song, Yuhan, et al.
Published: (2024)
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
by: Nerrienet, Nicolas, et al.
Published: (2023)
by: Nerrienet, Nicolas, et al.
Published: (2023)
Sphere-GAN: a GAN-based Approach for Saliency Estimation in 360° Videos
by: Wahba, Mahmoud Z. A., et al.
Published: (2025)
by: Wahba, Mahmoud Z. A., et al.
Published: (2025)
Dirty and Clean-Label attack detection using GAN discriminators
by: Smutny, John W.
Published: (2025)
by: Smutny, John W.
Published: (2025)
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal
by: Ma, Wanli, et al.
Published: (2025)
by: Ma, Wanli, et al.
Published: (2025)
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement
by: Ma, Di, et al.
Published: (2020)
by: Ma, Di, et al.
Published: (2020)
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
by: Golhar, Mayank, et al.
Published: (2022)
by: Golhar, Mayank, et al.
Published: (2022)
Similar Items
-
Benchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis
by: Mehwish, Humaira, et al.
Published: (2026) -
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation
by: Shatri, Elona, et al.
Published: (2024) -
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024) -
CoroNetGAN: Controlled Pruning of GANs via Hypernetworks
by: Kumar, Aman, et al.
Published: (2024) -
Diabetic Retinopathy Detection Using CNN with Residual Block with DCGAN
by: Aronno, Debjany Ghosh, et al.
Published: (2025)