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Zero-Shot Learning

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Papers

Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model CVPR 2021
Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021
Exemplar-Based Open-Set Panoptic Segmentation Network CVPR 2021
Open-Vocabulary Object Detection Using Captions CVPR 2021
Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis INTERSPEECH 2021
Zero-Shot Instance Segmentation CVPR 2021
Light Field Super-Resolution With Zero-Shot Learning CVPR 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021
Generalized Zero-Shot Learning via Disentangled Representation AAAI 2021
Inference Fusion with Associative Semantics for Unseen Object Detection AAAI 2021
Zera-Shot Sentiment Analysis for Code-Mixed Data AAAI 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task EMNLP 2021
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021
Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021
Open World Compositional Zero-Shot Learning CVPR 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework EMNLP 2021