Weakly Supervised Learning

Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization ICLR 2023 Deep Partial Multi-Label Learning with Graph Disambiguation IJCAI 2023 Delving into Noisy Label Detection with Clean Data ICML 2023 DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023 Denoising after Entropy-Based Debiasing a Robust Training Method for Dataset Bias with Noisy Labels AAAI 2023 Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023 Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning AAAI 2023 Density Ratio Estimation and Neyman Pearson Classification with Missing Data AISTATS 2023 Derandomized novelty detection with FDR control via conformal e-values NeurIPS 2023 Descriptive Knowledge Graph in Biomedical Domain EMNLP 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 Detecting intersectionality in NER models: A data-driven approach EACL 2023 Detecting Lexical Borrowings from Dominant Languages in Multilingual Wordlists EACL 2023 Detection of Laughter and Screaming Using the Attention and CTC Models Interspeech 2023 DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023 D-Extract: Extracting Dimensional Attributes From Product Images WACV 2023 Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification IJCAI 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Differentiable Random Partition Models NeurIPS 2023 Disambiguated Attention Embedding for Multi-Instance Partial-Label Learning NeurIPS 2023 Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023 DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023 DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023 Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023