Weakly Supervised Learning

Selective Classification via One-Sided Prediction AISTATS 2021 Self-Supervised Video Action Localization with Adversarial Temporal Transforms IJCAI 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 Self-Training using Rules of Grammar for Few-Shot NLU EMNLP 2021 Self-Training with Weak Supervision NAACL 2021 Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021 Semantic-Aware Video Text Detection CVPR 2021 SemEval-2021 Task 12: Learning with Disagreements SemEval 2021 Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation ICCV 2021 Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021 SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021 Shallow Feature Matters for Weakly Supervised Object Localization CVPR 2021 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021 skweak: Weak Supervision Made Easy for NLP ACL 2021 SPECTRE: defending against backdoor attacks using robust statistics ICML 2021 Speech Enhancement with Weakly Labelled Data from AudioSet Interspeech 2021 StarNet: towards Weakly Supervised Few-Shot Object Detection AAAI 2021 Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR 2021 Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence AAAI 2021 Structured abbreviation expansion in context EMNLP 2021 Structurizing Misinformation Stories via Rationalizing Fact-Checks ACL 2021 Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021 Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model AAAI 2021 Tag Assisted Neural Machine Translation of Film Subtitles ACL 2021 Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences IJCAI 2021