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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning CVPR 2019
Semantic Projection Network for Zero- and Few-Label Semantic Segmentation CVPR 2019
Zero-shot Domain Adaptation Based on Attribute Information ACML 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP 2019
Large-Scale Long-Tailed Recognition in an Open World CVPR 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019
Pointing Novel Objects in Image Captioning CVPR 2019
On Zero-Shot Recognition of Generic Objects CVPR 2019
Description-Based Zero-shot Fine-Grained Entity Typing NAACL 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Zero-shot Knowledge Transfer via Adversarial Belief Matching NIPS 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019
Visual Concept-Metaconcept Learning NIPS 2019
CUNI Submission for Low-Resource Languages in WMT News 2019 ACL 2019
Look-up and Adapt: A One-shot Semantic Parser EMNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019
Towards Zero-resource Cross-lingual Entity Linking EMNLP 2019
Progressive Ensemble Networks for Zero-Shot Recognition CVPR 2019
Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019
Deep Tree Learning for Zero-Shot Face Anti-Spoofing CVPR 2019
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019