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06/01/2023
The Hidden Language of Diffusion Models
Text-to-image diffusion models have demonstrated an unparalleled ability...
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02/23/2023
Teaching CLIP to Count to Ten
Large vision-language models (VLMs), such as CLIP, learn rich joint imag...
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10/17/2022
Imagic: Text-Based Real Image Editing with Diffusion Models
Text-conditioned image editing has recently attracted considerable inter...
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03/31/2022
MyStyle: A Personalized Generative Prior
We introduce MyStyle, a personalized deep generative prior trained with ...
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09/05/2021
Deep Saliency Prior for Reducing Visual Distraction
Using only a model that was trained to predict where people look at imag...
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04/27/2021
Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Image classification models can depend on multiple different semantic at...
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04/13/2020
SpeedNet: Learning the Speediness in Videos
We wish to automatically predict the "speediness" of moving objects in v...
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03/13/2020
Semantic Pyramid for Image Generation
We present a novel GAN-based model that utilizes the space of deep featu...
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05/23/2019
Speech2Face: Learning the Face Behind a Voice
How much can we infer about a person's looks from the way they speak? In...
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04/10/2018
Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation
We present a joint audio-visual model for isolating a single speech sign...
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11/14/2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
Style transfer usually refers to the task of applying color and texture ...
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01/17/2017