Application Areas

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors ACL 2020 Data Augmentation for Transformer-based G2P ACL 2020 Data Augmentation using Pre-trained Transformer Models AACL 2020 Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech Interspeech 2020 Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages COLING 2020 Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding Interspeech 2020 Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020 Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models ICML 2020 Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020 Data-Efficient Semi-Supervised Learning by Reliable Edge Mining CVPR 2020 Data-Independent Neural Pruning via Coresets ICLR 2020 Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020 Data preprocessing to mitigate bias: A maximum entropy based approach ICML 2020 Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora COLING 2020 Data Valuation using Reinforcement Learning ICML 2020 DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads CVPR 2020 De-Anonymizing Text by Fingerprinting Language Generation NeurIPS 2020 DeBayes: a Bayesian Method for Debiasing Network Embeddings ICML 2020 Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems COLING 2020 Decoupling Representation and Classifier for Long-Tailed Recognition ICLR 2020 Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision CVPR 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition Interspeech 2020 DeepCoDA: personalized interpretability for compositional health data ICML 2020 Deep Convolutional Spiking Neural Networks for Keyword Spotting Interspeech 2020