Convolutional Neural Networks

Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR 2017 Incorporating Side Information by Adaptive Convolution NeurIPS 2017 Initializing Convolutional Filters with Semantic Features for Text Classification EMNLP 2017 InstanceCut: From Edges to Instances With MultiCut CVPR 2017 InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation CVPR 2017 Introspective Classification with Convolutional Nets NeurIPS 2017 Invariance and Stability of Deep Convolutional Representations NeurIPS 2017 Joint Gap Detection and Inpainting of Line Drawings CVPR 2017 Learning Affinity via Spatial Propagation Networks NeurIPS 2017 Learning Character-level Compositionality with Visual Features ACL 2017 Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NeurIPS 2017 Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution CVPR 2017 Learning Generic Sentence Representations Using Convolutional Neural Networks EMNLP 2017 Learning Spherical Convolution for Fast Features from 360° Imagery NeurIPS 2017 Learning Video Object Segmentation From Static Images CVPR 2017 “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection ACL 2017 Local Binary Convolutional Neural Networks CVPR 2017 Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation CVPR 2017 Matching neural paths: transfer from recognition to correspondence search NeurIPS 2017 MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information CVPR 2017 Multigrid Neural Architectures CVPR 2017 Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR 2017 Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 2017 Neural system identification for large populations separating “what” and “where” NeurIPS 2017 Non-Local Color Image Denoising With Convolutional Neural Networks CVPR 2017