Semi-Supervised Learning

Efficiently Creating 3D Training Data for Fine Hand Pose Estimation CVPR 2016 Enhancing Topic Modeling on Short Texts with Crowdsourcing ACML 2016 Error Correction in Lightly Supervised Alignment of Broadcast Subtitles Interspeech 2016 Estimating Accuracy from Unlabeled Data: A Bayesian Approach ICML 2016 Estimating Mutual Information in Under-Reported Variables PGM 2016 Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training COLING 2016 Factored Temporal Sigmoid Belief Networks for Sequence Learning ICML 2016 Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks JMLR 2016 Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016 Improved Techniques for Training GANs NeurIPS 2016 Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data Interspeech 2016 Improving Large Vocabulary Accented Mandarin Speech Recognition with Attribute-Based I-Vectors Interspeech 2016 Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016 Investigation of Semi-Supervised Acoustic Model Training Based on the Committee of Heterogeneous Neural Networks Interspeech 2016 Iterative PLDA Adaptation for Speaker Diarization Interspeech 2016 Language Adaptive DNNs for Improved Low Resource Speech Recognition Interspeech 2016 Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation AISTATS 2016 Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer CVPR 2016 Learning from Multiway Data: Simple and Efficient Tensor Regression ICML 2016 Learning N-Gram Language Models from Uncertain Data Interspeech 2016 Learning User Perceived Clusters with Feature-Level Supervision NeurIPS 2016 Lightly Supervised Quality Estimation COLING 2016 Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development Interspeech 2016 MEKA: A Multi-label/Multi-target Extension to WEKA JMLR 2016 Minimum Density Hyperplanes JMLR 2016