Classification

Optimal SQ Lower Bounds for Learning Halfspaces with Massart Noise COLT 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection CVPR 2022 Predicting the Influence of Fake and Real News Spreaders (Student Abstract) AAAI 2022 Ranking-Constrained Learning with Rationales for Text Classification ACL 2022 Recursive autonomy identification-based learning of augmented naive Bayes classifiers PGM 2022 Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022 Rethinking Image Cropping: Exploring Diverse Compositions From Global Views CVPR 2022 Revisiting Transformer-based Models for Long Document Classification EMNLP 2022 Robust Product Classification with Instance-Dependent Noise ACL 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022 SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022 Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis EMNLP 2022 SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery WACV 2022 Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022 TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification ACL 2022 The Rich Get Richer: Disparate Impact of Semi-Supervised Learning ICLR 2022 Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022 Understanding Square Loss in Training Overparametrized Neural Network Classifiers NeurIPS 2022 WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ACL 2022 Who Is Your Right Mixup Partner in Positive and Unlabeled Learning ICLR 2022 Why Propagate Alone? Parallel Use of Labels and Features on Graphs ICLR 2022 Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022 Adaptive Sampling for Minimax Fair Classification NeurIPS 2021 Adversarial Robustness Under Long-Tailed Distribution CVPR 2021