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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
Incremental Machine Speech Chain Towards Enabling Listening While Speaking in Real-Time INTERSPEECH 2020
Uncertainty-aware Self-training for Few-shot Text Classification NIPS 2020
Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning WACV 2020
Self-paced Multi-view Co-training JMLR 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020
Generating Narrative Text in a Switching Dynamical System EMNLP 2020
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR INTERSPEECH 2020
Augmenting Images for ASR and TTS Through Single-Loop and Dual-Loop Multimodal Chain Framework INTERSPEECH 2020
“This is Houston. Say again, please”. The Behavox System for the Apollo-11 Fearless Steps Challenge (Phase II) INTERSPEECH 2020
A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020
Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020
On Positive-Unlabeled Classification in GAN CVPR 2020
Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020
Interactive Multi-Label CNN Learning With Partial Labels CVPR 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020
Teaching Machine Comprehension with Compositional Explanations EMNLP 2020
A Semi-Supervised Assessor of Neural Architectures CVPR 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space EMNLP 2020