Semi-Supervised Learning

Semantic-Guided Novel Category Discovery AAAI 2024 SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024 Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024 Semi-supervised Active Learning for Video Action Detection AAAI 2024 Semisupervised Neural Proto-Language Reconstruction ACL 2024 SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder CVPR 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024 Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024 Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation CVPR 2024 ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning AAAI 2023 Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023 A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023 An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023 Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions ICML 2023 Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations AAAI 2023 Confidence-Based Feature Imputation for Graphs with Partially Known Features ICLR 2023 Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains CVPR 2023 DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023 Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels NeurIPS 2023 Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning NeurIPS 2023 Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble AAAI 2023 Don’t fear the unlabelled: safe semi-supervised learning via debiasing ICLR 2023 DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective CVPR 2023 Exploring Intra-Class Variation Factors With Learnable Cluster Prompts for Semi-Supervised Image Synthesis CVPR 2023