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11/25/2021
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
A classical problem in computer vision is to infer a 3D scene representa...
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02/14/2020
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
Time series forecasting is often fundamental to scientific and engineeri...
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10/16/2019
Transform the Set: Memory Attentive Generation of Guided and Unguided Image Collages
Cutting and pasting image segments feels intuitive: the choice of source...
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09/06/2019
Set Flow: A Permutation Invariant Normalizing Flow
We present a generative model that is defined on finite sets of exchange...
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08/23/2019
Generating High-Resolution Fashion Model Images Wearing Custom Outfits
Visualizing an outfit is an essential part of shopping for clothes. Due ...
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08/02/2019
A Hierarchical Bayesian Model for Size Recommendation in Fashion
We introduce a hierarchical Bayesian approach to tackle the challenging ...
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07/23/2019
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce
Personalized size and fit recommendations bear crucial significance for ...
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02/10/2019
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents
Deep Reinforcement Learning has been shown to be very successful in comp...
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11/22/2018
Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization
Parametric generative deep models are state-of-the-art for photo and non...
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06/20/2018
Disentangling Multiple Conditional Inputs in GANs
In this paper, we propose a method that disentangles the effects of mult...
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02/13/2018
First Order Generative Adversarial Networks
GANs excel at learning high dimensional distributions, but they can upda...
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12/04/2017
Stochastic Maximum Likelihood Optimization via Hypernetworks
This work explores maximum likelihood optimization of neural networks th...
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12/01/2017
GANosaic: Mosaic Creation with Generative Texture Manifolds
This paper presents a novel framework for generating texture mosaics wit...
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09/14/2017
The Conditional Analogy GAN: Swapping Fashion Articles on People Images
We present a novel method to solve image analogy problems : it allows to...
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05/18/2017
Learning Texture Manifolds with the Periodic Spatial GAN
This paper introduces a novel approach to texture synthesis based on gen...
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11/24/2016