Weakly Supervised Learning

Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) AAAI 2022 Training OOD Detectors in their Natural Habitats ICML 2022 Training Subset Selection for Weak Supervision NeurIPS 2022 Transductive Weakly-Supervised Player Detection Using Soccer Broadcast Videos WACV 2022 Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022 Transfer and Marginalize: Explaining Away Label Noise with Privileged Information ICML 2022 Transferring Confluent Knowledge to Argument Mining COLING 2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022 Tsetlin Machine for Solving Contextual Bandit Problems NeurIPS 2022 Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks NAACL 2022 Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation AAAI 2022 Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022 Understanding Programmatic Weak Supervision via Source-aware Influence Function NeurIPS 2022 UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022 Universalizing Weak Supervision ICLR 2022 Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022 Unsupervised Term Extraction for Highly Technical Domains EMNLP 2022 Use-Case-Grounded Simulations for Explanation Evaluation NeurIPS 2022 Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022 Varsini_and_Kirthanna@DravidianLangTech-ACL2022-Emotional Analysis in Tamil ACL 2022 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022 WARM: A Weakly (+Semi) Supervised Math Word Problem Solver COLING 2022 Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022 Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022