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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021
TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NIPS 2021
TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation IJCAI 2021
Two-stage Training for Learning from Label Proportions IJCAI 2021
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text IJCAI 2021
Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract) IJCAI 2021
Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion IJCAI 2021
Safe Weakly Supervised Learning IJCAI 2021
LexiClean: An annotation tool for rapid multi-task lexical normalisation EMNLP 2021
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021
End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021
Multimodal Knowledge Expansion ICCV 2021
Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning ICCV 2021
Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution ICCV 2021
Class-Attentive Diffusion Network for Semi-Supervised Classification AAAI 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Data Augmentation for Graph Neural Networks AAAI 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER IJCNLP 2021
Weakly Supervised Contrastive Learning ICCV 2021
Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank ICCV 2021
Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021