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Generalized Zero-Shot Learning

In generalized zero shot learning (GZSL), the set of classes are split into seen and unseen classes, where training relies on the semantic features of the seen and unseen classes and the visual representations of only the seen classes, while testing uses the visual representations of the seen and unseen classes.

Papers

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Showing 26–50 of 161 papers

TitleStatusHype
FREE: Feature Refinement for Generalized Zero-Shot LearningCode1
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest RadiographsCode1
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action RecognitionCode1
Class Normalization for (Continual)? Generalized Zero-Shot LearningCode1
Multi-modal Cycle-consistent Generalized Zero-Shot LearningCode0
Closed-form Sample Probing for Learning Generative Models in Zero-shot LearningCode0
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned RepresentationCode0
A Gating Model for Bias Calibration in Generalized Zero-shot LearningCode0
On the Transferability of Visual Features in Generalized Zero-Shot LearningCode0
Out-Of-Distribution Detection for Audio-visual Generalized Zero-Shot Learning: A General FrameworkCode0
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-ImportanceCode0
Less but Better: Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM SemanticsCode0
Leveraging the Invariant Side of Generative Zero-Shot LearningCode0
Mitigating Generation Shifts for Generalized Zero-Shot LearningCode0
A Review of Open-World Learning and Steps Toward Open-World Learning Without LabelsCode0
Bias-Awareness for Zero-Shot Learning the Seen and UnseenCode0
Dual Expert Distillation Network for Generalized Zero-Shot LearningCode0
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the WildCode0
Generative Dual Adversarial Network for Generalized Zero-shot LearningCode0
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL)Code0
A Meta-Learning Framework for Generalized Zero-Shot LearningCode0
Learning Generalized Zero-Shot Learners for Open-Domain Image GeolocalizationCode0
Generalized Zero- and Few-Shot Learning via Aligned Variational AutoencodersCode0
Attribute-Aware Representation Rectification for Generalized Zero-Shot LearningCode0
Data-Free Generalized Zero-Shot LearningCode0
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