Weakly Supervised Learning

Noise-Robust Training with Dynamic Loss and Contrastive Learning for Distantly-Supervised Named Entity Recognition ACL 2023 NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023 Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023 NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery ACL 2023 One-to-Few Label Assignment for End-to-End Dense Detection CVPR 2023 On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023 On Learning Latent Models with Multi-Instance Weak Supervision NeurIPS 2023 On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data AISTATS 2023 On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NeurIPS 2023 On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction EACL 2023 Open Set Relation Extraction via Unknown-Aware Training ACL 2023 Ordinal Programmatic Weak Supervision and Crowdsourcing for Estimating Cognitive States (Student Abstract) AAAI 2023 OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels CVPR 2023 Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation CVPR 2023 Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning CVPR 2023 Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NeurIPS 2023 Overcoming the Trade-Off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction CVPR 2023 Parallel Neurosymbolic Integration with Concordia ICML 2023 Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage NeurIPS 2023 Partial-Label Regression AAAI 2023 Partial Label Unsupervised Domain Adaptation with Class-Prototype Alignment ICLR 2023 Partial Multi-Label Learning with Probabilistic Graphical Disambiguation NeurIPS 2023 PATO: Policy Assisted TeleOperation for Scalable Robot Data Collection RSS 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023