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Zero-Shot Learning

3,143 papers

Papers per year

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12
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Papers

Part Segmentation of Unseen Objects Using Keypoint Guidance WACV 2021
Restoring Negative Information in Few-Shot Object Detection NIPS 2020
Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration NIPS 2020
Zero-Resource Knowledge-Grounded Dialogue Generation NIPS 2020
Learning Mutational Semantics NIPS 2020
Consistent Structural Relation Learning for Zero-Shot Segmentation NIPS 2020
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning NIPS 2020
Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NIPS 2020
Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition NIPS 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding NIPS 2020
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation NIPS 2020
Attribute Prototype Network for Zero-Shot Learning NIPS 2020
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CORL 2020
Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition AAAI 2020
Few-Shot Knowledge Graph Completion AAAI 2020
Query-Driven Multi-Instance Learning AAAI 2020
Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Meta-Learning for Generalized Zero-Shot Learning AAAI 2020
One-Shot Image Classification by Learning to Restore Prototypes AAAI 2020
Zero-Resource Cross-Lingual Named Entity Recognition AAAI 2020
Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020