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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

Quadratic Decomposable Submodular Function Minimization: Theory and Practice JMLR 2020
Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking NIPS 2020
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs NIPS 2020
Learning from Aggregate Observations NIPS 2020
Uncertainty Aware Semi-Supervised Learning on Graph Data NIPS 2020
Graph Stochastic Neural Networks for Semi-supervised Learning NIPS 2020
Early-Learning Regularization Prevents Memorization of Noisy Labels NIPS 2020
Graph Random Neural Networks for Semi-Supervised Learning on Graphs NIPS 2020
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NIPS 2020
Semi-Supervised Neural Architecture Search NIPS 2020
Exact Recovery of Mangled Clusters with Same-Cluster Queries NIPS 2020
Text Style Transfer via Learning Style Instance Supported Latent Space IJCAI 2020
Semi-supervised Sequential Generative Models UAI 2020
Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NIPS 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020
Mutual information deep regularization for semi-supervised segmentation MIDL 2020
Accurate Detection of Out of Body Segments in Surgical Video using Semi-Supervised Learning MIDL 2020
Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering NIPS 2020
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement NIPS 2020
Generalized Product Quantization Network for Semi-Supervised Image Retrieval CVPR 2020
One-bit Supervision for Image Classification NIPS 2020
Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension IJCAI 2020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA NIPS 2020
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation NIPS 2020
Understanding and Exploring the Network with Stochastic Architectures NIPS 2020