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transductive learning

117 papers

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Also known as

TZSL

Co-occurring keywords

semi-supervised learning (2331) few-shot learning (3390) graph neural network (3945) label propagation (185) generalization bound (649) domain adaptation (4578) zero-shot learning (3637) matrix completion (356) node classification (480) online learning (1770)

Papers

Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NIPS 2020
Transductive Ensemble Learning for Neural Machine Translation AAAI 2020
Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020
Universal Decompositional Semantic Parsing ACL 2020
Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020
Robust Collective Classification against Structural Attacks UAI 2020
Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples NIPS 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings NIPS 2020
Transductive Zero-Shot Learning for 3D Point Cloud Classification WACV 2020
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning AAAI 2020
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis IJCNLP 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
Hypothesis Set Stability and Generalization NIPS 2019
Transductive Learning for Zero-Shot Object Detection ICCV 2019
Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019
Label Propagation for Deep Semi-Supervised Learning CVPR 2019
Transductive Zero-Shot Learning with Visual Structure Constraint NIPS 2019
Learning to Learn By Self-Critique NIPS 2019
Sequential Experimental Design for Transductive Linear Bandits NIPS 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019
Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018