Weakly Supervised Learning

Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding ICCV 2023 Consistent Complementary-Label Learning via Order-Preserving Losses AISTATS 2023 Contextual Knowledge Learning for Dialogue Generation ACL 2023 Conversational Emotion-Cause Pair Extraction with Guided Mixture of Experts EACL 2023 Correcting for selection bias and missing response in regression using privileged information UAI 2023 Counterfactual Learning with General Data-Generating Policies AAAI 2023 CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation ICCV 2023 Cross-modal Active Complementary Learning with Self-refining Correspondence NeurIPS 2023 CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023 Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023 CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels NeurIPS 2023 CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023 CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection WACV 2023 Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection ICCV 2023 D2F2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation WACV 2023 D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation ICCV 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Data Labeling for Machine Learning Engineers: Project-Based Curriculum and Data-Centric Competitions AAAI 2023 DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model NeurIPS 2023 DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action Localization ICCV 2023 Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 Decompositional Generation Process for Instance-Dependent Partial Label Learning ICLR 2023 DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023 Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach ICML 2023