Classification

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions EMNLP 2022 Robustness to Label Noise Depends on the Shape of the Noise Distribution NeurIPS 2022 Robust Optimal Classification Trees against Adversarial Examples AAAI 2022 Robust Product Classification with Instance-Dependent Noise ACL 2022 Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities AAAI 2022 Robust Semi-Supervised Learning when Not All Classes have Labels NeurIPS 2022 Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022 Robust Training under Label Noise by Over-parameterization ICML 2022 Role of Human-AI Interaction in Selective Prediction AAAI 2022 RoLNiP: Robust Learning Using Noisy Pairwise Comparisons ACML 2022 RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SemEval 2022 RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022 RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations SemEval 2022 RU-Net: Regularized Unrolling Network for Scene Graph Generation CVPR 2022 S2SNet: A Pretrained Neural Network for Superconductivity Discovery IJCAI 2022 Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data CVPR 2022 Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022 Sample Selection with Uncertainty of Losses for Learning with Noisy Labels ICLR 2022 SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph AACL 2022 Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks SemEval 2022 SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System Interspeech 2022 SASV Based on Pre-trained ASV System and Integrated Scoring Module Interspeech 2022 SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022