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09/13/2023
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models
Recent progresses in large-scale text-to-image models have yielded remar...
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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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06/08/2023
Magnitude Attention-based Dynamic Pruning
Existing pruning methods utilize the importance of each weight based on ...
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05/24/2023
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models
The recent progress in diffusion-based text-to-image generation models h...
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05/17/2023
LPMM: Intuitive Pose Control for Neural Talking-Head Model via Landmark-Parameter Morphable Model
While current talking head models are capable of generating photorealist...
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12/19/2022
Interactive Cartoonization with Controllable Perceptual Factors
Cartoonization is a task that renders natural photos into cartoon styles...
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10/19/2022
WebtoonMe: A Data-Centric Approach for Full-Body Portrait Stylization
Full-body portrait stylization, which aims to translate portrait photogr...
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05/25/2022
Cross-Domain Style Mixing for Face Cartoonization
Cartoon domain has recently gained increasing popularity. Previous studi...
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04/20/2021
What is Wrong with One-Class Anomaly Detection?
From a safety perspective, a machine learning method embedded in real-wo...
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09/30/2020
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network
In recent years, deep learning-based methods have been successfully appl...
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04/23/2020
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution
In this paper, we tackle a fully unsupervised super-resolution problem, ...
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04/01/2020
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
Data augmentation is an effective way to improve the performance of deep...
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03/06/2019
Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network
Recent progress in the deep learning-based models has improved single-im...
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05/28/2018
Image Distortion Detection using Convolutional Neural Network
Image distortion classification and detection is an important task in ma...
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03/23/2018