semi-supervised learning

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024 Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization CVPR 2024 Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies EACL 2024 Unsupervised and Semi-Supervised Co-Salient Object Detection via Segmentation Frequency Statistics WACV 2024 Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data ICLR 2024 VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning IJCAI 2024 VerifyMatch: A Semi-Supervised Learning Paradigm for Natural Language Inference with Confidence-Aware MixUp EMNLP 2024 Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation CVPR 2024 Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval CVPR 2024 Weak-to-Strong 3D Object Detection with X-Ray Distillation CVPR 2024 A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023 A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition ACL 2023 ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning AAAI 2023 A comparison of self-supervised pretraining approaches for predicting disease risk from chest radiograph images MIDL 2023 Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023 AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset NeurIPS 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023 A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning NeurIPS 2023 Alternately Optimized Graph Neural Networks ICML 2023 An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023 A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation CVPR 2023 A Picture of the Space of Typical Learnable Tasks ICML 2023 Approximately Bayes-optimal pseudo-label selection UAI 2023 Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. ICML 2023