Deep Learning

BAM! Born-Again Multi-Task Networks for Natural Language Understanding ACL 2019 Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era AISTATS 2019 Band-limited Training and Inference for Convolutional Neural Networks ICML 2019 Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition Interspeech 2019 BA-Net: Dense Bundle Adjustment Networks ICLR 2019 Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019 Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019 BASNet: Boundary-Aware Salient Object Detection CVPR 2019 Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes NeurIPS 2019 Bayesian Deep Collaborative Matrix Factorization AAAI 2019 Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes ICLR 2019 Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification AAAI 2019 Bayesian Layers: A Module for Neural Network Uncertainty NeurIPS 2019 Bayesian Learning of Neural Network Architectures AISTATS 2019 Bayesian Optimization in Variational Latent Spaces with Dynamic Compression CoRL 2019 Bayesian Optimized 1-Bit CNNs ICCV 2019 Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods ICLR 2019 Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery Interspeech 2019 BayesNAS: A Bayesian Approach for Neural Architecture Search ICML 2019 BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference IJCAI 2019 Beating SGD Saturation with Tail-Averaging and Minibatching NeurIPS 2019 BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative Network CVPR 2019 Benchmarking Approximate Inference Methods for Neural Structured Prediction NAACL 2019 BERT-based Lexical Substitution ACL 2019 BERT for Coreference Resolution: Baselines and Analysis EMNLP 2019