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07/24/2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
Despite the success of diffusion models (DMs), we still lack a thorough ...
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07/19/2023
AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks
To deliver the artistic expression of the target style, recent studies e...
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03/27/2023
Training-free Style Transfer Emerges from h-space in Diffusion models
Diffusion models (DMs) synthesize high-quality images in various domains...
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02/24/2023
Unsupervised Discovery of Semantic Latent Directions in Diffusion Models
Despite the success of diffusion models (DMs), we still lack a thorough ...
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01/22/2023
BallGAN: 3D-aware Image Synthesis with a Spherical Background
3D-aware GANs aim to synthesize realistic 3D scenes such that they can b...
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10/20/2022
Diffusion Models already have a Semantic Latent Space
Diffusion models achieve outstanding generative performance in various d...
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08/22/2022
FurryGAN: High Quality Foreground-aware Image Synthesis
Foreground-aware image synthesis aims to generate images as well as thei...
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12/08/2021
Feature Statistics Mixing Regularization for Generative Adversarial Networks
In generative adversarial networks, improving discriminators is one of t...
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04/30/2021
StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
Generative adversarial networks (GANs) synthesize realistic images from ...
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01/11/2021
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time
Training GANs on videos is even more sophisticated than on images becaus...
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09/25/2020
In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization
Weakly supervised object localization (WSOL) aims to localize the target...
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06/15/2020
Slowing Down the Weight Norm Increase in Momentum-based Optimizers
Normalization techniques, such as batch normalization (BN), have led to ...
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02/23/2020
Reliable Fidelity and Diversity Metrics for Generative Models
Devising indicative evaluation metrics for the image generation task rem...
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12/04/2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains
A good image-to-image translation model should learn a mapping between d...
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11/22/2019
Background Suppression Network for Weakly-supervised Temporal Action Localization
Weakly-supervised temporal action localization is a very challenging pro...
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03/23/2019