Issues

• VQGAN with transformer

  PiLab-CAU/ImageProcessing-2502#110 · Filter by author soonbum0616 opened on Dec 21, 2025

• Diffusion Model trend

  PiLab-CAU/ImageProcessing-2502#109 · Filter by author soonbum0616 opened on Dec 21, 2025

• Cycle gan's identiy loss

  PiLab-CAU/ImageProcessing-2502#108 · Filter by author soonbum0616 opened on Dec 21, 2025

• Diffusion Model and Gan

  PiLab-CAU/ImageProcessing-2502#107 · Filter by author Lee-wonwoo opened on Dec 16, 2025

• modeling, deployment

  PiLab-CAU/ImageProcessing-2502#106 · Filter by author Lee-wonwoo opened on Dec 16, 2025

• Possible replacement of gpu

  PiLab-CAU/ImageProcessing-2502#105 · Filter by author Lee-wonwoo opened on Dec 16, 2025

• What does cross_correlation() return and how does it handle different iamge sizes?

  PiLab-CAU/ImageProcessing-2502#104 · Filter by author josephyumss opened on Dec 16, 2025

• In example_convolution.py, are filter subtraction and subtracting filtered results guaranteed to match?

  PiLab-CAU/ImageProcessing-2502#103 · Filter by author josephyumss opened on Dec 16, 2025

• What is the role of DoG, Laplacian at example_edge.py?

  PiLab-CAU/ImageProcessing-2502#102 · Filter by author josephyumss opened on Dec 16, 2025

• Using the perceptual / semantic compression boundary to design latent spaces

  PiLab-CAU/ImageProcessing-2502#101 · Filter by author dltmdwoOS opened on Dec 16, 2025

• Can the VQ-GAN codebook be reused for downstream tasks

  PiLab-CAU/ImageProcessing-2502#100 · Filter by author dltmdwoOS opened on Dec 16, 2025

• About identity loss weights in CycleGAN

  PiLab-CAU/ImageProcessing-2502#99 · Filter by author dltmdwoOS opened on Dec 16, 2025

• ViT’s Inductive Bias and Data Efficiency

  PiLab-CAU/ImageProcessing-2502#98 · Filter by author whalswl03 opened on Dec 16, 2025

• Deciding the Noise Removal Steps in Diffusion

  PiLab-CAU/ImageProcessing-2502#97 · Filter by author whalswl03 opened on Dec 16, 2025
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• Downside of Stochastic Sampling (Brownian Motion) in Diffusion

  PiLab-CAU/ImageProcessing-2502#96 · Filter by author whalswl03 opened on Dec 16, 2025

• Difference of latent space in VAE and GAN

  PiLab-CAU/ImageProcessing-2502#95 · Filter by author eueseok opened on Dec 16, 2025

• Advice on future study and career direction

  PiLab-CAU/ImageProcessing-2502#94 · Filter by author ParkSJ599 opened on Dec 15, 2025

• how to sample conditional GAN

  PiLab-CAU/ImageProcessing-2502#93 · Filter by author ssj1123a opened on Dec 15, 2025

• Pros and cons of MLE / likelihood in DCGAN vs PixelCNN

  PiLab-CAU/ImageProcessing-2502#92 · Filter by author ParkSJ599 opened on Dec 15, 2025

• Is there Quantitative criteria for detecting generated images?

  PiLab-CAU/ImageProcessing-2502#91 · Filter by author ParkSJ599 opened on Dec 15, 2025

• Is there an explicit evaluation step for AE latent quality before training latent diffusion?

  PiLab-CAU/ImageProcessing-2502#90 · Filter by author minseonga opened on Dec 15, 2025

• Question regarding an experiment on VQ-VAE with Perceptual Loss

  PiLab-CAU/ImageProcessing-2502#89 · Filter by author sangyeob566 opened on Dec 15, 2025

• does mode colapse happens?

  PiLab-CAU/ImageProcessing-2502#88 · Filter by author ssj1123a opened on Dec 15, 2025
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• Output image of VQ-VAE

  PiLab-CAU/ImageProcessing-2502#87 · Filter by author KimEunGi01 opened on Dec 15, 2025

• Pros and cons of using 2D-aware positional encoding in ViT

  PiLab-CAU/ImageProcessing-2502#86 · Filter by author minseonga opened on Dec 15, 2025
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