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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

Smoothed Analysis of Sequential Probability Assignment NIPS 2023
Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks NIPS 2023
Towards Understanding Generalization of Graph Neural Networks ICML 2023
Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2022
TransBoost: Improving the Best ImageNet Performance using Deep Transduction NIPS 2022
Transductive Robust Learning Guarantees AISTATS 2022
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NIPS 2022
Transductive Weakly-Supervised Player Detection Using Soccer Broadcast Videos WACV 2022
EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning CVPR 2022
Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021
Joint Inductive and Transductive Learning for Video Object Segmentation ICCV 2021
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning CVPR 2021
Transductive Learning for Unsupervised Text Style Transfer EMNLP 2021
Parameterless Transductive Feature Re-representation for Few-Shot Learning ICML 2021
Towards optimally abstaining from prediction with OOD test examples NIPS 2021
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time NIPS 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021
Re-ranking for image retrieval and transductive few-shot classification NIPS 2021
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks NIPS 2021
Zero-Shot Compositional Concept Learning ACL 2021
A Transductive Approach for Video Object Segmentation CVPR 2020