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03/30/2023
DiffCollage: Parallel Generation of Large Content with Diffusion Models
We present DiffCollage, a compositional diffusion model that can generat...
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11/18/2022
Magic3D: High-Resolution Text-to-3D Content Creation
DreamFusion has recently demonstrated the utility of a pre-trained text-...
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11/02/2022
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
Large-scale diffusion-based generative models have led to breakthroughs ...
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12/09/2021
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
Existing conditional image synthesis frameworks generate images based on...
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08/01/2021
Implementing an Improved Test of Matrix Rank in Stata
We develop a Stata command, bootranktest, for implementing the matrix ra...
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08/06/2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications
The generative adversarial network (GAN) framework has emerged as a powe...
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06/28/2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
As 3D point clouds become the representation of choice for multiple visi...
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05/05/2019
Few-Shot Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation methods learn to map images in a...
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06/17/2018
Learning to Evaluate Image Captioning
Evaluation metrics for image captioning face two challenges. Firstly, co...
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04/12/2018
Multimodal Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation is an important and challenging ...
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03/20/2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Gatys et al. recently introduced a neural algorithm that renders a conte...
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12/13/2016
Stacked Generative Adversarial Networks
In this paper, we propose a novel generative model named Stacked Generat...
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12/23/2014