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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Cross-lingual tagger evaluation without test data EACL 2017
Zero-Shot Activity Recognition with Verb Attribute Induction EMNLP 2017
Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning ICML 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
Synthesizing Samples for Zero-shot Learning IJCAI 2017
Ordinal Zero-Shot Learning IJCAI 2017
Boosted Zero-Shot Learning with Semantic Correlation Regularization IJCAI 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
Very Low Resource Radio Browsing for Agile Developmental and Humanitarian Monitoring INTERSPEECH 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 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
Local Similarity-Aware Deep Feature Embedding NIPS 2016
Learning feed-forward one-shot learners NIPS 2016
Learning Deep Parsimonious Representations NIPS 2016
Label Embedding for Zero-shot Fine-grained Named Entity Typing COLING 2016
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR 2016
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR 2016
Multi-Cue Zero-Shot Learning With Strong Supervision CVPR 2016
Latent Embeddings for Zero-Shot Classification CVPR 2016
They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers CVPR 2016