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The Weekly Paper
Brighter AI
The #paperoftheweek is “RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes”
The #paperoftheweek is “RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes”
Multi-domain image-to-image translation methods usually take an image and some target attributes as inputs and generate an output image…
brighter AI
Apr 30, 2020
The #paperoftheweek is “High-Resolution Daytime Translation Without Domain Labels”
The #paperoftheweek is “High-Resolution Daytime Translation Without Domain Labels”
Authors develop the High-Resolution Daytime Translation (HiDT) model that can learn to realistically change the appearance of input image…
brighter AI
Apr 9, 2020
Self-Supervised Linear Motion Deblurring
Self-Supervised Linear Motion Deblurring
Having labeled data to train ML/DL models is an expensive resource. Recently the development of self-supervised algorithms has gained…
brighter AI
Mar 5, 2020
The #paperoftheweek is “Deep Predictive Coding Networks for Video Prediction and Unsupervised…
The #paperoftheweek is “Deep Predictive Coding Networks for Video Prediction and Unsupervised…
One of the common issues when working on video data for tasks like object recognition, tracking, or segmentation is the high cost of…
brighter AI
Feb 14, 2020
The #paperoftheweek is “AUGMIX: A Simple Data Processing Method to Improve Robustness and…
The #paperoftheweek is “AUGMIX: A Simple Data Processing Method to Improve Robustness and…
Modern deep neural networks can achieve high accuracy when the training distribution and test distribution are identically distributed…
brighter AI
Feb 3, 2020
The #paperoftheweek is “Diversity-Sensitive Conditional Generative Adversarial Networks”
The #paperoftheweek is “Diversity-Sensitive Conditional Generative Adversarial Networks”
In Conditional GANs, the generator is not only fed with a randomly sampled latent but also with extra information. This extra information…
brighter AI
Jul 19, 2019
The #paperoftheweek is: “Generating Diverse High-Fidelity Images with VQ-VAE-2”
The #paperoftheweek is: “Generating Diverse High-Fidelity Images with VQ-VAE-2”
In our weekly paper, the authors propose a two-stage generator architecture which aims to exploit the strengths of two separate generative…
Teodora Suciu
Jul 3, 2019
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