Core AI

Deeply Learned Filter Response Functions for Hyperspectral Reconstruction CVPR 2018 Deep Material-Aware Cross-Spectral Stereo Matching CVPR 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NeurIPS 2018 Deep Predictive Coding Network for Object Recognition ICML 2018 Deep Propagation Based Image Matting IJCAI 2018 Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion IJCAI 2018 DensePose: Dense Human Pose Estimation in the Wild CVPR 2018 Detecting and Recognizing Human-Object Interactions CVPR 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018 Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation EMNLP 2018 Distributable Consistent Multi-Object Matching CVPR 2018 Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018 Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms NeurIPS 2018 Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018 Emotional Attention: A Study of Image Sentiment and Visual Attention CVPR 2018 End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching CVPR 2018 Excitation Backprop for RNNs CVPR 2018 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018 Faster Neural Networks Straight from JPEG NeurIPS 2018 Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NeurIPS 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018