Semi-Supervised Learning

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 CSTR System for Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages Interspeech 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 The Source-Target Domain Mismatch Problem in Machine Translation EACL 2021 The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech Interspeech 2021 The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth CVPR 2021 Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021 Topology-Imbalance Learning for Semi-Supervised Node Classification NeurIPS 2021 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021 Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion IJCAI 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 Uncovering the Acoustic Cues of COVID-19 Infection Interspeech 2021 Unified Robust Semi-Supervised Variational Autoencoder ICML 2021 Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract) IJCAI 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 Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021 Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition EMNLP 2021