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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 51–100 of 161 papers

TitleStatusHype
A Deep Dive into Adversarial Robustness in Zero-Shot LearningCode0
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-ImportanceCode0
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL)Code0
A Gating Model for Bias Calibration in Generalized Zero-shot LearningCode0
Evolutionary Generalized Zero-Shot LearningCode0
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned RepresentationCode0
Closed-form Sample Probing for Learning Generative Models in Zero-shot LearningCode0
Out-Of-Distribution Detection for Audio-visual Generalized Zero-Shot Learning: A General FrameworkCode0
Online Lifelong Generalized Zero-Shot LearningCode0
Deconstructed Generation-Based Zero-Shot ModelCode0
Unifying Unsupervised Domain Adaptation and Zero-Shot Visual RecognitionCode0
Learning Generalized Zero-Shot Learners for Open-Domain Image GeolocalizationCode0
Data Distribution Distilled Generative Model for Generalized Zero-Shot RecognitionCode0
LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning—0
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning—0
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning—0
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning—0
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects—0
Model Selection for Generalized Zero-shot Learning—0
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning—0
Multi-modal Ensemble Classification for Generalized Zero Shot Learning—0
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning—0
Multiple-Input Multiple-Output Fusion Network For Generalized Zero-Shot Learning—0
Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis—0
On Implicit Attribute Localization for Generalized Zero-Shot Learning—0
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning—0
PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning—0
Rectification-based Knowledge Retention for Continual Learning—0
Relation-based Generalized Zero-shot Classification with the Domain Discriminator on the shared representation—0
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning—0
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning—0
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning—0
Progressive Ensemble Networks for Zero-Shot Recognition—0
Semantic Borrowing for Generalized Zero-Shot Learning—0
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector—0
Semantic Feature Extraction for Generalized Zero-shot Learning—0
SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning—0
Synthetic Sample Selection for Generalized Zero-Shot Learning—0
Task Aligned Generative Meta-learning for Zero-shot Learning—0
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning—0
Transferable Contrastive Network for Generalized Zero-Shot Learning—0
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners—0
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning—0
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning—0
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning—0
Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery—0
Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features—0
Zero-shot Learning via Shared-Reconstruction-Graph Pursuit—0
Targeted Attention for Generalized- and Zero-Shot Learning—0
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures—0
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