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Image Restoration

3,609 papers

Papers per year

5
114
247
686
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Papers

Noise2Noise: Learning Image Restoration without Clean Data ICML 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination IJCAI 2018
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018
Crowd Counting using Deep Recurrent Spatial-Aware Network IJCAI 2018
Deep Propagation Based Image Matting IJCAI 2018
Distortion-aware CNNs for Spherical Images IJCAI 2018
DehazeGAN: When Image Dehazing Meets Differential Programming IJCAI 2018
A Normalized Convolutional Neural Network for Guided Sparse Depth Upsampling IJCAI 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018
Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version IJCAI 2018
Connecting Low-Level Image Processing and High-Level Vision via Deep Learning IJCAI 2018
Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection INTERSPEECH 2018
Modular Proximal Optimization for Multidimensional Total-Variation Regularization JMLR 2018
A Real-time Augmented Reality Surgical System for Overlaying Stiffness Information RSS 2018
Real Time Image Saliency for Black Box Classifiers NIPS 2017
Learning to Inpaint for Image Compression NIPS 2017
Deep Mean-Shift Priors for Image Restoration NIPS 2017
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS 2017
Hiding Images in Plain Sight: Deep Steganography NIPS 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS 2017
Incorporating Side Information by Adaptive Convolution NIPS 2017
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017