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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Transductive Zero-Shot Learning with Visual Structure Constraint NIPS 2019
Zero-shot Learning via Simultaneous Generating and Learning NIPS 2019
Zero-shot Learning of Classifiers from Natural Language Quantification ACL 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018
Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Discriminator at SemEval-2018 Task 10: Minimally Supervised Discrimination SEMEVAL 2018
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NIPS 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition NIPS 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types NAACL 2018
Zero-Shot Kernel Learning CVPR 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018
Zero-Shot Transfer Learning for Event Extraction ACL 2018
Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017
Synthesizing Samples for Zero-shot Learning IJCAI 2017
Zero-Shot Learning - the Good, the Bad and the Ugly CVPR 2017
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR 2017
Learning a Deep Embedding Model for Zero-Shot Learning CVPR 2017
Boosted Zero-Shot Learning with Semantic Correlation Regularization IJCAI 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
Zero Shot Learning via Multi-Scale Manifold Regularization CVPR 2017
Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017