The Devil is in the Decoder: Classification, Regression and GANs

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Let there be color!

(2016) Satoshi Iizuka et al.   ACM TRANSACTIONS ON GRAPHICS

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Contour Detection and Hierarchical Image Segmentation

(2010) P Arbeláez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE