Deep Learning

Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks NeurIPS 2020 Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry NeurIPS 2020 Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks ICML 2020 Analyzing analytical methods: The case of phonology in neural models of spoken language ACL 2020 Analyzing and Improving the Image Quality of StyleGAN CVPR 2020 Analyzing Individual Neurons in Pre-trained Language Models EMNLP 2020 Analyzing Neural Discourse Coherence Models EMNLP 2020 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer Interspeech 2020 An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios EMNLP 2020 An Analysis of Natural Language Inference Benchmarks through the Lens of Negation EMNLP 2020 An analytic theory of shallow networks dynamics for hinge loss classification NeurIPS 2020 An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training AAAI 2020 Anaphoric Zero Pronoun Identification: A Multilingual Approach COLING 2020 An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020 An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration IJCAI 2020 An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs EMNLP 2020 A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020 An Audio-Enriched BERT-Based Framework for Spoken Multiple-Choice Question Answering Interspeech 2020 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Effective Optimization Method for Neural Machine Translation: The Case of English-Persian Bilingually Low-Resource Scenario AACL 2020 An Effective Transition-based Model for Discontinuous NER ACL 2020 An Efficient Adversarial Attack for Tree Ensembles NeurIPS 2020 An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks AAAI 2020