Neural Networks

CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL 2019 Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019 CoAStaL at SemEval-2019 Task 3: Affect Classification in Dialogue using Attentive BiLSTMs SemEval 2019 Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CoNLL 2019 Co-Evolutionary Compression for Unpaired Image Translation ICCV 2019 Coherent Semantic Attention for Image Inpainting ICCV 2019 ColNet: Embedding the Semantics of Web Tables for Column Type Prediction AAAI 2019 Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 Combining Distant and Direct Supervision for Neural Relation Extraction NAACL 2019 Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning Interspeech 2019 Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019 CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019 Comparative Analysis of Prosodic Characteristics Using WaveNet Embeddings Interspeech 2019 Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis Interspeech 2019 Complexity of Linear Regions in Deep Networks ICML 2019 Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform AAAI 2019 Complex Word Identification as a Sequence Labelling Task ACL 2019 Compositional Generalization for Primitive Substitutions EMNLP 2019 Compositional generalization through meta sequence-to-sequence learning NeurIPS 2019 CondConv: Conditionally Parameterized Convolutions for Efficient Inference NeurIPS 2019 Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning AISTATS 2019 Content-based Dwell Time Engagement Prediction Model for News Articles NAACL 2019 Context-Aware Crowd Counting CVPR 2019