Application Areas

DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ACL 2020 DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020 Delexicalized Paraphrase Generation COLING 2020 DeltaGrad: Rapid retraining of machine learning models ICML 2020 Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation NeurIPS 2020 Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020 Demoting Racial Bias in Hate Speech Detection ACL 2020 Denoised Smoothing: A Provable Defense for Pretrained Classifiers NeurIPS 2020 Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA ACL 2020 Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020 Deontological Ethics By Monotonicity Shape Constraints AISTATS 2020 Dependent randomized rounding for clustering and partition systems with knapsack constraints AISTATS 2020 Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting Interspeech 2020 Design Choices for X-Vector Based Speaker Anonymization Interspeech 2020 Designing Committees for Mitigating Biases AAAI 2020 DeSpin: a prototype system for detecting spin in biomedical publications ACL 2020 Detect All Abuse! Toward Universal Abusive Language Detection Models COLING 2020 Detecting and understanding moral biases in news ACL 2020 Detecting East Asian Prejudice on Social Media EMNLP 2020 Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation EMNLP 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020 Developing a Machine Learning Tool for Dynamic Cancer Treatment Strategies AAAI 2020 Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks MLHC 2020 Development of a Speech Quality Database Under Uncontrolled Conditions Interspeech 2020 Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages Interspeech 2020