Semi-Supervised Learning

One-bit Supervision for Image Classification NeurIPS 2020 Online Positive and Unlabeled Learning IJCAI 2020 Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression IJCAI 2020 On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data Interspeech 2020 On the consistency of graph-based Bayesian semi-supervised learning and the scalability of sampling algorithms JMLR 2020 On the diminishing return of labeling clinical reports EMNLP 2020 On the Generalization Benefit of Noise in Stochastic Gradient Descent ICML 2020 Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning CVPR 2020 Paraphrase Augmented Task-Oriented Dialog Generation ACL 2020 Partially-Aligned Data-to-Text Generation with Distant Supervision EMNLP 2020 Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization IJCAI 2020 p-Norm Flow Diffusion for Local Graph Clustering ICML 2020 PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Interspeech 2020 Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates ICML 2020 Polishing the Classical Likelihood Ratio Test by Supervised Learning for Voice Activity Detection Interspeech 2020 Principal Style Components: Expressive Style Control and Cross-Speaker Transfer in Neural TTS Interspeech 2020 Privileged label enhancement with multi-label learning IJCAI 2020 Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020 Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information JMLR 2020 Regression with reject option and application to kNN NeurIPS 2020 Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020 Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models UAI 2020 ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring ICLR 2020 Repetitive Reprediction Deep Decipher for Semi-Supervised Learning AAAI 2020 Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020