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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 101–125 of 161 papers

TitleStatusHype
A Generative Approach to Zero-Shot and Few-Shot Action Recognition—0
An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning—0
Integrated Generalized Zero-Shot Learning for Fine-Grained Classification—0
Zero-Shot Recognition via Optimal Transport—0
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition—0
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings—0
Audio-visual Generalized Zero-shot Learning the Easy Way—0
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning—0
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings—0
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning—0
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification—0
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition—0
Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning—0
Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification—0
Cross-Linked Variational Autoencoders for Generalized Zero-Shot Learning—0
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning—0
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning—0
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning—0
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning—0
Domain segmentation and adjustment for generalized zero-shot learning—0
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning—0
Dual Progressive Prototype Network for Generalized Zero-Shot Learning—0
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning—0
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning—0
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot Learning—0
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