Classification

Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features Interspeech 2021 Automatic Speech Recognition Systems Errors for Objective Sleepiness Detection Through Voice Interspeech 2021 AUXILIARY TASK UPDATE DECOMPOSITION: THE GOOD, THE BAD AND THE NEUTRAL ICLR 2021 A Voice-Activated Switch for Persons with Motor and Speech Impairments: Isolated-Vowel Spotting Using Neural Networks Interspeech 2021 A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification Interspeech 2021 Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021 Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer’s Disease classification MLHC 2021 Backward-Compatible Prediction Updates: A Probabilistic Approach NeurIPS 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021 Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021 Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution EMNLP 2021 BAMBOO: A Multi-instance Multi-label Approach Towards VDI User Logon Behavior Modeling IJCAI 2021 Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty AISTATS 2021 Bayesian Nonparametric Space Partitions: A Survey IJCAI 2021 Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning IJCAI 2021 Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ICCV 2021 “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SemEval 2021 BERT based Adverse Drug Effect Tweet Classification NAACL 2021 BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification EACL 2021 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021 BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers EACL 2021 Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks ICML 2021