Convolutional Neural Networks

Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017 AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos CVPR 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 Aggregated Residual Transformations for Deep Neural Networks CVPR 2017 A Hybrid Convolutional Variational Autoencoder for Text Generation EMNLP 2017 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017 All You Need Is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks With Orthonormality and Modulation CVPR 2017 An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification Interspeech 2017 A Neural Local Coherence Model ACL 2017 ArtTrack: Articulated Multi-Person Tracking in the Wild CVPR 2017 Associative Embedding: End-to-End Learning for Joint Detection and Grouping NeurIPS 2017 Asymmetric Feature Maps With Application to Sketch Based Retrieval CVPR 2017 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017 Building a Regular Decision Boundary With Deep Networks CVPR 2017 CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR 2017 CLKN: Cascaded Lucas-Kanade Networks for Image Alignment CVPR 2017 CNN-SLAM: Real-Time Dense Monocular SLAM With Learned Depth Prediction CVPR 2017 Convolutional Neural Network Architecture for Geometric Matching CVPR 2017 Cross-View Image Matching for Geo-Localization in Urban Environments CVPR 2017 Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR 2017 Deep Hyperspherical Learning NeurIPS 2017 Deep Image Harmonization CVPR 2017 Deep Joint Rain Detection and Removal From a Single Image CVPR 2017 Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation CVPR 2017 Deep Outdoor Illumination Estimation CVPR 2017