Semi-Supervised Learning

Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks AAAI 2023 Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction ACL 2023 Leveraging Structure for Improved Classification of Grouped Biased Data AAAI 2023 LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning IJCAI 2023 LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023 LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023 Local Context-Aware Active Domain Adaptation ICCV 2023 Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels ICCV 2023 Locating Noise is Halfway Denoising for Semi-Supervised Segmentation ICCV 2023 Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation ICCV 2023 Low-Confidence Samples Mining for Semi-supervised Object Detection IJCAI 2023 Machine Learning Force Fields with Data Cost Aware Training ICML 2023 MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery CVPR 2023 Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023 MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins CVPR 2023 Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages SemEval 2023 MaskBooster: End-to-End Self-Training for Sparsely Supervised Instance Segmentation AAAI 2023 MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation CVPR 2023 MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023 Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection AAAI 2023 Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework IJCAI 2023 MixCycle: Mixup Assisted Semi-Supervised 3D Single Object Tracking with Cycle Consistency ICCV 2023 MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection CVPR 2023 MixTEA: Semi-supervised Entity Alignment with Mixture Teaching EMNLP 2023 ML Mob at SemEval-2023 Task 5: “Breaking News: Our Semi-Supervised and Multi-Task Learning Approach Spoils Clickbait” SemEval 2023