Weakly Supervised Learning

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping CVPR 2022 Creating Training Sets via Weak Indirect Supervision ICLR 2022 Crowdsourcing Preposition Sense Disambiguation with High Precision via a Priming Task EMNLP 2022 Crowdsourcing with Meta-Knowledge Transfer (Student Abstract) AAAI 2022 Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning EMNLP 2022 CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022 CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision CVPR 2022 DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022 DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022 Decoupling Makes Weakly Supervised Local Feature Better CVPR 2022 Deep Graph Matching for Partial Label Learning IJCAI 2022 DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? ACL 2022 Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation AAAI 2022 Deep Neural Representations for Multiword Expressions Detection ACL 2022 Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm ICML 2022 Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022 Detecting Abrupt Changes in Sequential Pairwise Comparison Data NeurIPS 2022 Detecting Corrupted Labels Without Training a Model to Predict ICML 2022 Detecting Deepfakes With Self-Blended Images CVPR 2022 Detecting Incorrect Visual Demonstrations for Improved Policy Learning CoRL 2022 Detector-Free Weakly Supervised Group Activity Recognition CVPR 2022 Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models Interspeech 2022 DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection SemEval 2022 Diagnostics-Guided Explanation Generation AAAI 2022 Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation MIDL 2022