Deep Learning

Combining Sentiment Lexica with a Multi-View Variational Autoencoder NAACL 2019 Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning Interspeech 2019 Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019 Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification EMNLP 2019 ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019 COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019 Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019 CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019 Commonsense Knowledge Mining from Pretrained Models EMNLP 2019 Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning on Robots RSS 2019 Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback NeurIPS 2019 Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients NeurIPS 2019 Communication-Efficient Stochastic Gradient MCMC for Neural Networks AAAI 2019 Communication trade-offs for Local-SGD with large step size NeurIPS 2019 Comparative Analysis of Prosodic Characteristics Using WaveNet Embeddings Interspeech 2019 Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019 Comparing Unsupervised Word Translation Methods Step by Step NeurIPS 2019 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Comparison of Diverse Decoding Methods from Conditional Language Models ACL 2019 Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis Interspeech 2019 Competence-based Curriculum Learning for Neural Machine Translation NAACL 2019 Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation CVPR 2019 Compiler Auto-Vectorization with Imitation Learning NeurIPS 2019 Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay IJCAI 2019 Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization CVPR 2019