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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Structure-Aware Convolutional Neural Networks NIPS 2018
Learning filter widths of spectral decompositions with wavelets NIPS 2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution NIPS 2018
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks NIPS 2018
FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NIPS 2018
Faster Neural Networks Straight from JPEG NIPS 2018
Trajectory Convolution for Action Recognition NIPS 2018
Deep Neural Networks with Box Convolutions NIPS 2018
Neighbourhood Consensus Networks NIPS 2018
Compact Generalized Non-local Network NIPS 2018
Neural Architecture Optimization NIPS 2018
Constructing Fast Network through Deconstruction of Convolution NIPS 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Invertibility of Convolutional Generative Networks from Partial Measurements NIPS 2018
A^2-Nets: Double Attention Networks NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
PointCNN: Convolution On X-Transformed Points NIPS 2018
Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017
Optical Flow Estimation Using a Spatial Pyramid Network CVPR 2017
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR 2017
Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR 2017
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR 2017