Deep Learning

Semantic Drift Compensation for Class-Incremental Learning CVPR 2020 Semantic Label Smoothing for Sequence to Sequence Problems EMNLP 2020 Serialized Output Training for End-to-End Overlapped Speech Recognition Interspeech 2020 SIGUA: Forgetting May Make Learning with Noisy Labels More Robust ICML 2020 Slice-Aware Neural Ranking EMNLP 2020 Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020 Speaker-Conditional Chain Model for Speech Separation and Extraction Interspeech 2020 Speaker Dependent Articulatory-to-Acoustic Mapping Using Real-Time MRI of the Vocal Tract Interspeech 2020 Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes AAAI 2020 Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss Interspeech 2020 Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach Interspeech 2020 Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction EMNLP 2020 Subband Kalman Filtering with DNN Estimated Parameters for Speech Enhancement Interspeech 2020 Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020 System Identification with Time-Aware Neural Sequence Models AAAI 2020 The AFRL WMT20 News Translation Systems EMNLP 2020 The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020 The Implicit and Explicit Regularization Effects of Dropout ICML 2020 The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020 The Ubiqus English-Inuktitut System for WMT20 EMNLP 2020 The University of Edinburgh’s submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks EMNLP 2020 Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands L4DC 2020 Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020 Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020 Towards More Accurate Uncertainty Estimation In Text Classification EMNLP 2020