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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
Bias-Eliminated Semantic Refinement for Any-Shot LearningCode1
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning—0
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning—0
Semantic Feature Extraction for Generalized Zero-shot Learning—0
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning—0
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners—0
Learn to Adapt for Generalized Zero-Shot Text Classification—0
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning—0
Dual Progressive Prototype Network for Generalized Zero-Shot Learning—0
An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning—0
Closed-form Sample Probing for Learning Generative Models in Zero-shot LearningCode0
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point CloudsCode1
Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021—0
FREE: Feature Refinement for Generalized Zero-Shot LearningCode1
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest RadiographsCode1
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
Contrastive Embedding for Generalized Zero-Shot LearningCode1
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings—0
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning—0
Online Lifelong Generalized Zero-Shot LearningCode0
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning—0
On Implicit Attribute Localization for Generalized Zero-Shot Learning—0
Goal-Oriented Gaze Estimation for Zero-Shot LearningCode1
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
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action RecognitionCode1
Semantics Disentangling for Generalized Zero-Shot LearningCode1
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition—0
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning—0
Adaptive and Generative Zero-Shot LearningCode1
Integrated Generalized Zero-Shot Learning for Fine-Grained Classification—0
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning—0
A Review of Open-World Learning and Steps Toward Open-World Learning Without LabelsCode0
A Review of Generalized Zero-Shot Learning MethodsCode1
Learning Graph-Based Priors for Generalized Zero-Shot Learning—0
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures—0
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition—0
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders—0
Generalized Zero-Shot Learning via VAE-Conditioned Generative FlowCode1
Bias-Awareness for Zero-Shot Learning the Seen and UnseenCode0
A Deep Dive into Adversarial Robustness in Zero-Shot LearningCode0
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