Semi-Supervised Learning

Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing AAAI 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract) AAAI 2021 In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning ICLR 2021 Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021 Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection CVPR 2021 Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021 Large-Scale Self- and Semi-Supervised Learning for Speech Translation Interspeech 2021 Learning from Crowds by Modeling Common Confusions AAAI 2021 Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021 Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021 Meta Pseudo Labels CVPR 2021 Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021 More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval CVPR 2021 Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021 Multi-View Representation Learning with Manifold Smoothness AAAI 2021 On Data-Augmentation and Consistency-Based Semi-Supervised Learning ICLR 2021 ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021 Rethinking Graph Regularization for Graph Neural Networks AAAI 2021 Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021 Revisiting Tri-training of Dependency Parsers EMNLP 2021 Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021 Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification CVPR 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021 Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021