Semi-Supervised Learning

Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022 Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022 Robust Semi-Supervised Learning when Not All Classes have Labels NeurIPS 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022 Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data CVPR 2022 Salvage of Supervision in Weakly Supervised Object Detection CVPR 2022 SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System Interspeech 2022 SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022 Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels CVPR 2022 Scale-Equivalent Distillation for Semi-Supervised Object Detection CVPR 2022 Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption ICLR 2022 SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection IJCAI 2022 Segmentation-Consistent Probabilistic Lesion Counting MIDL 2022 Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection Interspeech 2022 SelfD: Self-Learning Large-Scale Driving Policies From the Web CVPR 2022 Self-Joint Supervised Learning ICLR 2022 SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022 Self-paced Supervision for Multi-source Domain Adaptation IJCAI 2022 Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 2022 Self-Training with Differentiable Teacher NAACL 2022 Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling Interspeech 2022 SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training NeurIPS 2022 Semi-supervised Acoustic and Language Modeling for Hindi ASR Interspeech 2022 Semi-supervised Active Linear Regression NeurIPS 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022