← Learning Paradigms
Machine Learning › Learning Paradigms ›

Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Towards Zero-Shot Learning for Automatic Phonemic Transcription AAAI 2020
ActionBytes: Learning From Trimmed Videos to Localize Actions CVPR 2020
Episode-Based Prototype Generating Network for Zero-Shot Learning CVPR 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
MA-DST: Multi-Attention-Based Scalable Dialog State Tracking AAAI 2020
Detecting Human-Object Interactions via Functional Generalization AAAI 2020
Context-Aware Zero-Shot Recognition AAAI 2020
Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing AAAI 2020
Intent Detection with WikiHow AACL 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
Transductive Zero-Shot Learning for 3D Point Cloud Classification WACV 2020
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language WACV 2020
Learning Multimodal Representations for Unseen Activities WACV 2020
Findings of the LoResMT 2020 Shared Task on Zero-Shot for Low-Resource languages AACL 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition AACL 2020
Discovering Human Interactions With Novel Objects via Zero-Shot Learning CVPR 2020
Don't Even Look Once: Synthesizing Features for Zero-Shot Detection CVPR 2020
Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020
Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale EMNLP 2020
Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020
Unsupervised Question Decomposition for Question Answering EMNLP 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020