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06/07/2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance
Diffusion models have shown significant progress in image translation ta...
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05/24/2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
Diffusion models are a powerful class of generative models which simulat...
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02/08/2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models
Recent advancements in large scale text-to-image models have opened new ...
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09/30/2022
Diffusion-based Image Translation using Disentangled Style and Content Representation
Diffusion-based image translation guided by semantic texts or a single t...
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03/17/2022
One-Shot Adaptation of GAN in Just One CLIP
There are many recent research efforts to fine-tune a pre-trained genera...
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03/03/2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
Recently, contrastive learning-based image translation methods have been...
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12/01/2021
CLIPstyler: Image Style Transfer with a Single Text Condition
Existing neural style transfer methods require reference style images to...
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03/30/2021
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation
One of the important research topics in image generative models is to di...
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08/22/2019
Progressive Face Super-Resolution via Attention to Facial Landmark
Face Super-Resolution (SR) is a subfield of the SR domain that specifica...
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08/07/2019
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
As deep learning is showing unprecedented success in medical image analy...
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05/07/2019