Semi-Supervised Learning

Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder ICLR 2019 Discovering the Functions of Language in Online Forums EMNLP 2019 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing AAAI 2019 Distribution-Based Semi-Supervised Learning for Activity Recognition AAAI 2019 DL2: Training and Querying Neural Networks with Logic ICML 2019 Domain Adaptation for Semantic Segmentation With Maximum Squares Loss ICCV 2019 Doris Martin at SemEval-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features SemEval 2019 Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology IJCAI 2019 Dual Semi-Supervised Learning for Facial Action Unit Recognition AAAI 2019 Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning ICCV 2019 Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019 Dual-View Variational Autoencoders for Semi-Supervised Text Matching IJCAI 2019 Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition EMNLP 2019 EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations SemEval 2019 Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data AISTATS 2019 Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019 End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios Interspeech 2019 Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019 Estimating the Causal Effect from Partially Observed Time Series AAAI 2019 Evaluating Protein Transfer Learning with TAPE NeurIPS 2019 Exploiting Noisy Data in Distant Supervision Relation Classification NAACL 2019 Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition Interspeech 2019 Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets AAAI 2019 Exploring Object Relation in Mean Teacher for Cross-Domain Detection CVPR 2019 Face-Focused Cross-Stream Network for Deception Detection in Videos CVPR 2019