Deep Learning

Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data ICML 2021 WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021 AANet: Adaptive Aggregation Network for Efficient Stereo Matching CVPR 2020 Accurate Detection of Wake Word Start and End Using a CNN Interspeech 2020 A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings Interspeech 2020 Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020 A Deep Learning-Based Kalman Filter for Speech Enhancement Interspeech 2020 A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020 A dual-encoding system for dialect classification COLING 2020 Adversarial Dynamic Shapelet Networks AAAI 2020 A Low Latency ASR-Free End to End Spoken Language Understanding System Interspeech 2020 An Efficient PointLSTM for Point Clouds Based Gesture Recognition CVPR 2020 An Error-based Investigation of Statistical and Neural Machine Translation Performance on Hindi-to-Tamil and English-to-Tamil AACL 2020 A New Training Pipeline for an Improved Neural Transducer Interspeech 2020 Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020 Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature EMNLP 2020 BERT-enhanced Relational Sentence Ordering Network EMNLP 2020 Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020 Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks AAAI 2020 Bridging the Gap Between f-GANs and Wasserstein GANs ICML 2020 Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020 CASIE: Extracting Cybersecurity Event Information from Text AAAI 2020 Challenges in Neural Language Identification: NRC at VarDial 2020 COLING 2020 Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020 Choosing the Sample with Lowest Loss makes SGD Robust AISTATS 2020