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03/23/2023
Controllable Inversion of Black-Box Face-Recognition Models via Diffusion
Face recognition models embed a face image into a low-dimensional identi...
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01/07/2022
Microdosing: Knowledge Distillation for GAN based Compression
Recently, significant progress has been made in learned image and video ...
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09/09/2020
Blind Image Restoration with Flow Based Priors
Image restoration has seen great progress in the last years thanks to th...
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08/24/2020
Lossy Image Compression with Normalizing Flows
Deep learning based image compression has recently witnessed exciting pr...
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06/04/2019
Content Adaptive Optimization for Neural Image Compression
The field of neural image compression has witnessed exciting progress as...
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10/05/2018
Deep Probabilistic Video Compression
We propose a variational inference approach to deep probabilistic video ...
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08/09/2018
Deep Video Color Propagation
Traditional approaches for color propagation in videos rely on some form...
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04/09/2018
A Fully Progressive Approach to Single-Image Super-Resolution
Recent deep learning approaches to single image super-resolution have ac...
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04/04/2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation
Most recent semantic segmentation methods train deep convolutional neura...
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04/03/2018
PhaseNet for Video Frame Interpolation
Most approaches for video frame interpolation require accurate dense cor...
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03/26/2018