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07/13/2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models
Text-to-image (T2I) personalization allows users to guide the creative i...
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02/23/2023
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
Text-to-image personalization aims to teach a pre-trained diffusion mode...
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02/12/2023
Single Motion Diffusion
Synthesizing realistic animations of humans, animals, and even imaginary...
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12/21/2021
Learned Queries for Efficient Local Attention
Vision Transformers (ViT) serve as powerful vision models. Unlike convol...
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04/08/2021
InAugment: Improving Classifiers via Internal Augmentation
Image augmentation techniques apply transformation functions such as rot...
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07/15/2020
Focus-and-Expand: Training Guidance Through Gradual Manipulation of Input Features
We present a simple and intuitive Focus-and-eXpand () method to guide th...
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03/18/2020
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
Many applications, such as autonomous driving, heavily rely on multi-mod...
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04/17/2019
Image Resizing by Reconstruction from Deep Features
Traditional image resizing methods usually work in pixel space and use v...
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11/17/2017