Semi-Supervised Learning

SubSpace Capsule Network AAAI 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection IJCAI 2020 Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020 TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020 Unsupervised Data Augmentation for Consistency Training NeurIPS 2020 Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NeurIPS 2020 WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020 Action Recognition From Single Timestamp Supervision in Untrimmed Videos CVPR 2019 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal ICCV 2019 A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019 Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019 Consistency-based Semi-supervised Learning for Object detection NeurIPS 2019 Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019 Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019 Demonstration of a Neural Machine Translation System with Online Learning for Translators ACL 2019 d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding CVPR 2019 Dual Semi-Supervised Learning for Facial Action Unit Recognition AAAI 2019 Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019 Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks AAAI 2019 Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach EMNLP 2019 Investigating the effect of novel classes in semi-supervised learning ACML 2019 KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing CVPR 2019 Label Efficient Semi-Supervised Learning via Graph Filtering CVPR 2019