Convolutional Neural Networks

Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR 2018 Detail-Preserving Pooling in Deep Networks CVPR 2018 Detect Globally, Refine Locally: A Novel Approach to Saliency Detection CVPR 2018 Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018 Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018 Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018 Disfluency Detection using Auto-Correlational Neural Networks EMNLP 2018 Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018 Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction ACL 2018 Dynamic Video Segmentation Network CVPR 2018 Egocentric Basketball Motion Planning From a Single First-Person Image CVPR 2018 End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR 2018 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018 Facelet-Bank for Fast Portrait Manipulation CVPR 2018 Fast End-to-End Trainable Guided Filter CVPR 2018 Faster Neural Networks Straight from JPEG NeurIPS 2018 Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR 2018 FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NeurIPS 2018 Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NeurIPS 2018 Frame-Recurrent Video Super-Resolution CVPR 2018 Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NeurIPS 2018