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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization AAAI 2021
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations AAAI 2021
Multi-View Representation Learning with Manifold Smoothness AAAI 2021
GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021
Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning ICML 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training ICML 2021
Dash: Semi-Supervised Learning with Dynamic Thresholding ICML 2021
Rethinking Graph Regularization for Graph Neural Networks AAAI 2021
UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021
VirFace: Enhancing Face Recognition via Unlabeled Shallow Data CVPR 2021
3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding CVPR 2021
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort CVPR 2021
Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021
KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021
Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification CVPR 2021
Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021
Semi-Supervised Video Deraining With Dynamical Rain Generator CVPR 2021
Points As Queries: Weakly Semi-Supervised Object Detection by Points CVPR 2021
Offboard 3D Object Detection From Point Cloud Sequences CVPR 2021