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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
Machine-oriented NMT Adaptation for Zero-shot NLP tasks: Comparing the Usefulness of Close and Distant Languages COLING 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Zero-shot Learning via Simultaneous Generating and Learning NIPS 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning CVPR 2019
Creativity Inspired Zero-Shot Learning ICCV 2019
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders CVPR 2019
Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ICCV 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019
Shapeglot: Learning Language for Shape Differentiation ICCV 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER IJCNLP 2019
Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019
Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition INTERSPEECH 2019
From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019
Generalized Zero-Shot Recognition Based on Visually Semantic Embedding CVPR 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model EMNLP 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model IJCNLP 2019
Learning Classifiers for Target Domain with Limited or No Labels ICML 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT IJCNLP 2019
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages NAACL 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification IJCNLP 2019
Transductive Zero-Shot Learning with Visual Structure Constraint NIPS 2019
Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation CORL 2019
Generative Dual Adversarial Network for Generalized Zero-Shot Learning CVPR 2019