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weakly supervised learning

1323 papers

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Also known as

WSL

Co-occurring keywords

semantic segmentation (3179) object detection (2759) weakly-supervised learning (245) convolutional neural network (4216) multiple instance learning (218) video understanding (1647) text classification (6776) weak supervision (288) contrastive learning (3979) transfer learning (5442)

Papers

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023
Program Synthesis for Complex QA on Charts via Probabilistic Grammar Based Filtered Iterative Back-Translation EACL 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset EACL 2023
Weakly supervised hierarchical multi-task classification of customer questions ACL 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023
eevvgg at SemEval-2023 Task 11: Offensive Language Classification with Rater-based Information ACL 2023
Indirectly Supervised Natural Language Processing ACL 2023
HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction SEMEVAL 2023
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection AAAI 2023
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023
Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023
Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023
Temporal RPN Learning for Weakly-Supervised Temporal Action Localization ACML 2023
Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023
Target-Free Text-Guided Image Manipulation AAAI 2023
Weakly-Supervised Audio-Visual Segmentation NIPS 2023
A weakly supervised textual entailment approach to zero-shot text classification EACL 2023
Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels MIDL 2023
Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser NIPS 2023
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023
Consistent Complementary-Label Learning via Order-Preserving Losses AISTATS 2023
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory RSS 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023