Semi-Supervised Learning

A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains Interspeech 2017 A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification Interspeech 2017 Audio Content Based Geotagging in Multimedia Interspeech 2017 Autoencoder Regularized Network For Driving Style Representation Learning IJCAI 2017 Bayesian GAN NeurIPS 2017 Bottleneck Conditional Density Estimation ICML 2017 Clustering from Multiple Uncertain Experts AISTATS 2017 Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising IJCNLP 2017 Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation CVPR 2017 Deconvolutional Paragraph Representation Learning NeurIPS 2017 Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017 Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds Interspeech 2017 Dual Supervised Learning ICML 2017 Effective Semisupervised Learning on Manifolds COLT 2017 Efficient Co-Training of Linear Separators under Weak Dependence COLT 2017 Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination Interspeech 2017 Exploiting Untranscribed Broadcast Data for Improved Code-Switching Detection Interspeech 2017 Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017 ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NeurIPS 2017 F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media EACL 2017 Good Semi-supervised Learning That Requires a Bad GAN NeurIPS 2017 How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017 Identifying Human Mobility via Trajectory Embeddings IJCAI 2017 Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML 2017 Improving Learning-from-Crowds through Expert Validation IJCAI 2017