Weakly Supervised Learning

Adaptive Early-Learning Correction for Segmentation From Noisy Annotations CVPR 2022 Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification EMNLP 2022 Addressing Out-of-Distribution Label Noise in Webly-Labelled Data WACV 2022 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 Adversarial Learning from Crowds AAAI 2022 Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks NeurIPS 2022 A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ACL 2022 A Gamified Approach to Frame Semantic Role Labeling EMNLP 2022 A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022 Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes NAACL 2022 An Information Fusion Approach to Learning with Instance-Dependent Label Noise ICLR 2022 An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation CVPR 2022 A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation WACV 2022 Approximate Cluster Recovery from Noisy Labels COLT 2022 A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022 A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision NAACL 2022 ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization CVPR 2022 Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning MIDL 2022 Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification Interspeech 2022 A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays COLING 2022 Automated Defect Inspection in Reverse Engineering of Integrated Circuits WACV 2022 Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities Interspeech 2022 Automatic Dialect Density Estimation for African American English Interspeech 2022 Automatic Noisy Label Correction for Fine-Grained Entity Typing IJCAI 2022 Automatic Patient Note Assessment without Strong Supervision EMNLP 2022