Classification

GJG@TamilNLP-ACL2022: Emotion Analysis and Classification in Tamil using Transformers ACL 2022 Harmonizing the object recognition strategies of deep neural networks with humans NeurIPS 2022 Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence Classification ACML 2022 Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022 IIITDWD@TamilNLP-ACL2022: Transformer-based approach to classify abusive content in Dravidian Code-mixed text ACL 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization (Extended Abstract) IJCAI 2022 Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NeurIPS 2022 Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers CVPR 2022 Logical Fallacy Detection EMNLP 2022 Looking Back on Learned Experiences For Class/task Incremental Learning ICLR 2022 LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NeurIPS 2022 MAML is a Noisy Contrastive Learner in Classification ICLR 2022 Maximum Class Separation as Inductive Bias in One Matrix NeurIPS 2022 MLP-3D: A MLP-Like 3D Architecture With Grouped Time Mixing CVPR 2022 Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022 NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022 Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification ICLR 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022 On the Interpretability of Attention Networks ACML 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022