Weakly Supervised Learning

Learning With Label Noise for Image Retrieval by Selecting Interactions WACV 2022 Learning With Neighbor Consistency for Noisy Labels CVPR 2022 Learning with Rejection for Abstractive Text Summarization EMNLP 2022 Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022 Less Can Be More: Sound Source Localization With a Classification Model WACV 2022 Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022 Lifting Weak Supervision To Structured Prediction NeurIPS 2022 LIME: Weakly-Supervised Text Classification without Seeds COLING 2022 Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ACL 2022 LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Location-Free Human Pose Estimation CVPR 2022 LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification EMNLP 2022 Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective Interspeech 2022 Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022 MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022 MAPS: Multimodal Attention for Product Similarity WACV 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 MetaASSIST: Robust Dialogue State Tracking with Meta Learning EMNLP 2022 Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification AACL 2022 Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022 Mining Multi-Label Samples from Single Positive Labels NeurIPS 2022 Motion-Modulated Temporal Fragment Alignment Network for Few-Shot Action Recognition CVPR 2022 Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data Interspeech 2022 Multi-class Classification from Multiple Unlabeled Datasets with Partial Risk Regularization ACML 2022