Weakly Supervised Learning

Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021 TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization ICCV 2021 Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021 UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification SemEval 2021 Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021 Uncertain Decisions Facilitate Better Preference Learning NeurIPS 2021 Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection CVPR 2021 Understanding and Improving Early Stopping for Learning with Noisy Labels NeurIPS 2021 Understanding Instance-Level Label Noise: Disparate Impacts and Treatments ICML 2021 Understanding Partial Multi-Label Learning via Mutual Information NeurIPS 2021 Understanding the failure modes of out-of-distribution generalization ICLR 2021 Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning ICLR 2021 Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ICCV 2021 Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization CVPR 2021 UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth SemEval 2021 Uplift Modeling with High Class Imbalance ACML 2021 User Driven Model Adjustment via Boolean Rule Explanations AAAI 2021 Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification ACL 2021 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization EACL 2021 Visual Distant Supervision for Scene Graph Generation ICCV 2021 Vocalization Recognition of People with Profound Intellectual and Multiple Disabilities (PIMD) Using Machine Learning Algorithms Interspeech 2021 Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021 Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021 Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations ICCV 2021 Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning ICCV 2021