← Learning Types
Machine Learning › Learning Types ›

Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
Soft-label Learn for No-Intrusive Speech Quality Assessment INTERSPEECH 2022
Private Semi-Supervised Federated Learning IJCAI 2022
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations IJCAI 2022
Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022
3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas IJCAI 2022
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation IJCAI 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling ICML 2022
Unaligned Supervision for Automatic Music Transcription in The Wild ICML 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022
HyperImpute: Generalized Iterative Imputation with Automatic Model Selection ICML 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022
When and How Mixup Improves Calibration ICML 2022
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information ICML 2022
$p$-Laplacian Based Graph Neural Networks ICML 2022
Nonlinear Feature Diffusion on Hypergraphs ICML 2022
Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022
Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities NAACL 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer NAACL 2022