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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning ICML 2017
Zero-Shot Learning Across Heterogeneous Overlapping Domains INTERSPEECH 2017
Zero-Shot Learning for Natural Language Understanding Using Domain-Independent Sequential Structure and Question Types INTERSPEECH 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 2017
When Will Negotiation Agents Be Able to Represent Us? The Challenges and Opportunities for Autonomous Negotiators IJCAI 2017
Distributional Modeling on a Diet: One-shot Word Learning from Text Only IJCNLP 2017
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR 2017
Synthesizing Samples for Zero-shot Learning IJCAI 2017
Boosted Zero-Shot Learning with Semantic Correlation Regularization IJCAI 2017
Zero-Shot Activity Recognition with Verb Attribute Induction EMNLP 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017
Zero-Shot Relation Extraction via Reading Comprehension CONLL 2017
Cross-lingual tagger evaluation without test data EACL 2017
Zero Shot Learning via Multi-Scale Manifold Regularization CVPR 2017
Semantically Consistent Regularization for Zero-Shot Recognition CVPR 2017
Obtaining referential word meanings from visual and distributional information: Experiments on object naming ACL 2017
Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017
Semantic Autoencoder for Zero-Shot Learning CVPR 2017
They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers CVPR 2016
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning CVPR 2016
Latent Embeddings for Zero-Shot Classification CVPR 2016
Local Similarity-Aware Deep Feature Embedding NIPS 2016
Learning Deep Parsimonious Representations NIPS 2016
RLScore: Regularized Least-Squares Learners JMLR 2016
Label Embedding for Zero-shot Fine-grained Named Entity Typing COLING 2016