Deep Learning

BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019 BERT Masked Language Modeling for Co-reference Resolution ACL 2019 BERT Rediscovers the Classical NLP Pipeline ACL 2019 Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019 Better and Faster: Exponential Loss for Image Patch Matching ICCV 2019 Better Character Language Modeling through Morphology ACL 2019 Better Exploiting Latent Variables in Text Modeling ACL 2019 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019 Better OOV Translation with Bilingual Terminology Mining ACL 2019 Beyond Backprop: Online Alternating Minimization with Auxiliary Variables ICML 2019 Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019 Beyond Cartesian Representations for Local Descriptors ICCV 2019 Beyond Gradient Descent for Regularized Segmentation Losses CVPR 2019 Beyond Greedy Ranking: Slate Optimization via List-CVAE ICLR 2019 Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification ICCV 2019 Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer ICLR 2019 Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering AAAI 2019 Beyond Speech: Generalizing D-Vectors for Biometric Verification AAAI 2019 Beyond the Single Neuron Convex Barrier for Neural Network Certification NeurIPS 2019 Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry CVPR 2019 Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation ICCV 2019 Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting NeurIPS 2019 Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions AAAI 2019 Bi-Directional Cascade Network for Perceptual Edge Detection CVPR 2019 Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019