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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

Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022
A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues AAAI 2022
Contrast-Enhanced Semi-supervised Text Classification with Few Labels AAAI 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
Improving Deliberation by Text-Only and Semi-Supervised Training INTERSPEECH 2022
ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition AAAI 2022
Pushing the limits of raw waveform speaker recognition INTERSPEECH 2022
Semi-supervised New Slot Discovery with Incremental Clustering EMNLP 2022
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NIPS 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
Physics-Informed Implicit Representations of Equilibrium Network Flows NIPS 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
Okapi: Generalising Better by Making Statistical Matches Match NIPS 2022
Semi-supervised Active Linear Regression NIPS 2022
Salvage of Supervision in Weakly Supervised Object Detection CVPR 2022