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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning AAAI 2021
GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021
Joint-Label Learning by Dual Augmentation for Time Series Classification AAAI 2021
Multi-View Representation Learning with Manifold Smoothness AAAI 2021
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations AAAI 2021
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization AAAI 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum NAACL 2021
Chronological Self-Training for Real-Time Speaker Diarization INTERSPEECH 2021
Self-Paced Ensemble Learning for Speech and Audio Classification INTERSPEECH 2021
Real-Time Independent Vector Analysis Using Semi-Supervised Nonnegative Matrix Factorization as a Source Model INTERSPEECH 2021
Graph-Based Label Propagation for Semi-Supervised Speaker Identification INTERSPEECH 2021
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions INTERSPEECH 2021
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation IJCNLP 2021
Bandits with partially observable confounded data UAI 2021
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents IJCNLP 2021
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing ACL 2021
REM: Efficient Semi-Automated Real-Time Moderation of Online Forums IJCNLP 2021
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning INTERSPEECH 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense SEMEVAL 2021
An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection INTERSPEECH 2021
Dash: Semi-Supervised Learning with Dynamic Thresholding ICML 2021
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training ICML 2021