Techniques

Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019 Extending Event Detection to New Types with Learning from Keywords EMNLP 2019 Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition Interspeech 2019 Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019 Factor Graph Attention CVPR 2019 Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition Interspeech 2019 FAMNet: Joint Learning of Feature, Affinity and Multi-Dimensional Assignment for Online Multiple Object Tracking ICCV 2019 Fast and Accurate Stochastic Gradient Estimation NeurIPS 2019 Fast and Practical Neural Architecture Search ICCV 2019 Fast AutoAugment NeurIPS 2019 Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP 2019 Fast Image Restoration With Multi-Bin Trainable Linear Units ICCV 2019 Fast Structured Decoding for Sequence Models NeurIPS 2019 Fast Video Object Segmentation via Dynamic Targeting Network ICCV 2019 FDA: Feature Disruptive Attack ICCV 2019 Fill the GAP: Exploiting BERT for Pronoun Resolution ACL 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019 Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019 Fixing Mini-batch Sequences with Hierarchical Robust Partitioning AISTATS 2019 Fixup Initialization: Residual Learning Without Normalization ICLR 2019 Focused Quantization for Sparse CNNs NeurIPS 2019 Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar NAACL 2019 From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions ACL 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts Interspeech 2019