semi-supervised learning

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021 Teacher-Student MixIT for Unsupervised and Semi-Supervised Speech Separation Interspeech 2021 TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NeurIPS 2021 TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation IJCAI 2021 The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding Interspeech 2021 Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data ICLR 2021 Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021 Transductive Visual Verb Sense Disambiguation WACV 2021 Transformation Invariant Few-Shot Object Detection CVPR 2021 Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning ICCV 2021 Two-stage Training for Learning from Label Proportions IJCAI 2021 Unbiased Teacher for Semi-Supervised Object Detection ICLR 2021 Unified Robust Semi-Supervised Variational Autoencoder ICML 2021 UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 Universal Semi-Supervised Learning NeurIPS 2021 Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer ICCV 2021 Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021 Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition EMNLP 2021 UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection SemEval 2021 Utilizing Every Image Object for Semi-Supervised Phrase Grounding WACV 2021 Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment ICCV 2021 VideoSSL: Semi-Supervised Learning for Video Classification WACV 2021