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Semi-Supervised Learning

399 directly classified papers

Papers per year

Papers

Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019
Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning CVPR 2019
Demonstration of a Neural Machine Translation System with Online Learning for Translators ACL 2019
Multi-Resolution Weak Supervision for Sequential Data NIPS 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning NIPS 2019
Variational Pretraining for Semi-supervised Text Classification ACL 2019
Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach IJCNLP 2019
Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019
Dual Semi-Supervised Learning for Facial Action Unit Recognition AAAI 2019
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function AAAI 2019
A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019
Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 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
Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks AAAI 2019
KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing CVPR 2019
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task ACL 2019
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal ICCV 2019