Semi-Supervised Learning

Analysis of Network Lasso for Semi-Supervised Regression AISTATS 2019 An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019 A New Distribution on the Simplex with Auto-Encoding Applications NeurIPS 2019 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019 Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis IJCAI 2019 Are Labels Required for Improving Adversarial Robustness? NeurIPS 2019 ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal ICCV 2019 A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019 Assessing Arabic Weblog Credibility via Deep Co-learning ACL 2019 A Summarization System for Scientific Documents EMNLP 2019 A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019 Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation ICLR 2019 A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning NeurIPS 2019 Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification Interspeech 2019 Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments MLHC 2019 Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification AAAI 2019 Belief Propagation Network for Hard Inductive Semi-Supervised Learning IJCAI 2019 Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019 Bootstrapping Conversational Agents with Weak Supervision AAAI 2019 Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms ICML 2019 BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames CVPR 2019 CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing ICCV 2019 Causal Learning via Manifold Regularization JMLR 2019 CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding EMNLP 2019