Semi-Supervised Learning

GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NeurIPS 2022 Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022 MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022 SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning ICLR 2022 Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022 Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022 An Identifiable Double VAE For Disentangled Representations ICML 2021 Data Augmentation for Graph Neural Networks AAAI 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NeurIPS 2021 Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation CVPR 2021 Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021 Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose NeurIPS 2021 Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time CVPR 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Semi-Supervised Video Deraining With Dynamical Rain Generator CVPR 2021 Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NeurIPS 2021 Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021 Bayesian Methods for Semi-supervised Text Annotation COLING 2020 Graph Stochastic Neural Networks for Semi-supervised Learning NeurIPS 2020 Learning from Label Proportions with Consistency Regularization ACML 2020 Noise-Aware Fully Webly Supervised Object Detection CVPR 2020 Revisiting Self-Training for Neural Sequence Generation ICLR 2020 ROSS: Robust Learning of One-shot 3D Shape Segmentation WACV 2020