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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 1–50 of 161 papers

TitleStatusHype
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point CloudsCode1
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot LearningCode1
Adaptive and Generative Zero-Shot LearningCode1
Leveraging Foundation Models for Zero-Shot IoT SensingCode1
Transductive Zero-Shot Learning for 3D Point Cloud ClassificationCode1
A Review of Generalized Zero-Shot Learning MethodsCode1
Semantics Disentangling for Generalized Zero-Shot LearningCode1
Zero-Shot Logit AdjustmentCode1
Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class NamesCode1
Latent Embedding Feedback and Discriminative Features for Zero-Shot ClassificationCode1
Generalized Zero-Shot Learning via VAE-Conditioned Generative FlowCode1
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal ModelsCode1
Learn to Adapt for Generalized Zero-Shot Text ClassificationCode1
Contrastive Embedding for Generalized Zero-Shot LearningCode1
Feature Generating Networks for Zero-Shot LearningCode1
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot LearningCode1
Unseen Classes at a Later Time? No ProblemCode1
Zero-Shot Learning with Common Sense Knowledge GraphsCode1
Goal-Oriented Gaze Estimation for Zero-Shot LearningCode1
Bias-Eliminated Semantic Refinement for Any-Shot LearningCode1
Improving Zero-Shot Generalization for CLIP with Synthesized PromptsCode1
Dual Feature Augmentation Network for Generalized Zero-shot LearningCode1
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot LearningCode1
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot LearningCode1
From Generalized zero-shot learning to long-tail with class descriptorsCode1
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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