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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Learning Mutational Semantics NIPS 2020
Learning Video Object Segmentation From Unlabeled Videos CVPR 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Don't Even Look Once: Synthesizing Features for Zero-Shot Detection CVPR 2020
MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment CVPR 2020
Learning the Redundancy-Free Features for Generalized Zero-Shot Object Recognition CVPR 2020
Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NIPS 2020
Generalized Zero-Shot Learning via Over-Complete Distribution CVPR 2020
Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
ActionBytes: Learning From Trimmed Videos to Localize Actions CVPR 2020
Multi-class Novelty Detection Using Mix-up Technique WACV 2020
Episode-Based Prototype Generating Network for Zero-Shot Learning CVPR 2020
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language WACV 2020
Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020
Model-Agnostic Metric for Zero-Shot Learning WACV 2020
Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020
Label Representations in Modeling Classification as Text Generation AACL 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
Discovering Human Interactions With Novel Objects via Zero-Shot Learning CVPR 2020
Symmetry and Group in Attribute-Object Compositions CVPR 2020
A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning CVPR 2020
Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks CVPR 2020
Zero-Resource Cross-Lingual Named Entity Recognition AAAI 2020
Learning Multimodal Representations for Unseen Activities WACV 2020