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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 76–100 of 161 papers

TitleStatusHype
Learn to Adapt for Generalized Zero-Shot Text Classification—0
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning—0
An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning—0
Dual Progressive Prototype Network for Generalized Zero-Shot Learning—0
Closed-form Sample Probing for Learning Generative Models in Zero-shot LearningCode0
Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021—0
Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision—0
Mitigating Generation Shifts for Generalized Zero-Shot LearningCode0
Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts—0
Multiple-Input Multiple-Output Fusion Network For Generalized Zero-Shot Learning—0
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning—0
Rectification-based Knowledge Retention for Continual Learning—0
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings—0
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning—0
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning—0
Online Lifelong Generalized Zero-Shot LearningCode0
On Implicit Attribute Localization for Generalized Zero-Shot Learning—0
Task Aligned Generative Meta-learning for Zero-shot Learning—0
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning—0
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning—0
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL)Code0
Isometric Propagation Network for Generalized Zero-shot Learning—0
Semantic Borrowing for Generalized Zero-Shot Learning—0
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition—0
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning—0
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