← Learning Types
Deep Learning › Learning Types ›

Semi-Supervised Learning

399 directly classified papers

Papers per year

Papers

Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021
Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks CVPR 2020
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020
Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020
Unsupervised Data Augmentation for Consistency Training NIPS 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NIPS 2020
An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training AAAI 2020
Semi-Supervised Streaming Learning with Emerging New Labels AAAI 2020
A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation AAAI 2020
3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training AAAI 2020
Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020
Semi-supervised Parsing with a Variational Autoencoding Parser ACL 2020
Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL 2020
Semi-supervised Contextual Historical Text Normalization ACL 2020
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020
Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020
Interactive Multi-Label CNN Learning With Partial Labels CVPR 2020
Designing Precise and Robust Dialogue Response Evaluators ACL 2020
Cosine-Distance Virtual Adversarial Training for Semi-Supervised Speaker-Discriminative Acoustic Embeddings INTERSPEECH 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020