Zero-Shot Learning

CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering COLING 2020 Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ACL 2020 Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020 Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020 DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting WACV 2020 DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020 Deep Template Matching for Small-Footprint and Configurable Keyword Spotting Interspeech 2020 Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020 Detecting Human-Object Interactions via Functional Generalization AAAI 2020 Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020 Discovering Human Interactions With Novel Objects via Zero-Shot Learning CVPR 2020 Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020 Don't Even Look Once: Synthesizing Features for Zero-Shot Detection CVPR 2020 Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020 Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020 Episode-Based Prototype Generating Network for Zero-Shot Learning CVPR 2020 Event Extraction as Machine Reading Comprehension EMNLP 2020 Exploration of End-to-End Synthesisers for Zero Resource Speech Challenge 2020 Interspeech 2020 Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses NeurIPS 2020 Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020 Feature Deformation Meta-Networks in Image Captioning of Novel Objects AAAI 2020 Few-Shot Knowledge Graph Completion AAAI 2020 Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020 Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NeurIPS 2020