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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019
Compositional Semantic Parsing across Graphbanks ACL 2019
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019
Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition IJCNLP 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Ranking and Sampling in Open-Domain Question Answering IJCNLP 2019
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model IJCNLP 2019
Semi-supervised clustering for de-duplication AISTATS 2019
Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data AISTATS 2019
Lovasz Convolutional Networks AISTATS 2019
Improved Semi-Supervised Learning with Multiple Graphs AISTATS 2019
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Learning Flexible Latent Representations via Encapsulated Variational Encoders AAAI 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms ICML 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition ICML 2019
Hybrid Models with Deep and Invertible Features ICML 2019
High-Fidelity Image Generation With Fewer Labels ICML 2019
Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ICCV 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach IJCNLP 2019