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Semi-Supervised Learning

714 directly classified papers

Papers per year

Papers

Universal Semi-Supervised Learning NIPS 2021
SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction AAAI 2021
Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021
What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization NIPS 2021
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation NIPS 2021
TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NIPS 2021
Directed Probabilistic Watershed NIPS 2021
Metropolis-Hastings Data Augmentation for Graph Neural Networks NIPS 2021
Data driven semi-supervised learning NIPS 2021
Minimal Supervision for Morphological Inflection EMNLP 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Co-training for Commit Classification EMNLP 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning NIPS 2021
Credal Self-Supervised Learning NIPS 2021
A Theoretical Characterization of Semi-supervised Learning with Self-training for Gaussian Mixture Models AISTATS 2021
Learning to Track Instances without Video Annotations CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
Positive-Unlabeled Data Purification in the Wild for Object Detection CVPR 2021
Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation CVPR 2021
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification CVPR 2021