|
gptkbp:instance_of
|
gptkb:neural_networks
|
|
gptkbp:applies_to
|
gptkb:Computer_Vision
|
|
gptkbp:based_on
|
gptkb:Transformer_Architecture
|
|
gptkbp:challenges
|
Memory Usage
Training Time
Computational Cost
|
|
gptkbp:competes_with
|
gptkb:neural_networks
|
|
gptkbp:designed_for
|
Image Classification
|
|
gptkbp:developed_by
|
gptkb:Google_Research
|
|
gptkbp:enhances
|
Feature Extraction
|
|
gptkbp:has_achieved
|
State-of-the-art Performance
Image Recognition Tasks
|
|
gptkbp:has_variants
|
gptkb:Dei_T
gptkb:Swin_Transformer
gptkb:Vi_T
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Vision Transformers
|
|
gptkbp:introduced_in
|
gptkb:2020
|
|
gptkbp:is_adopted_by
|
gptkb:Industry
Academia
|
|
gptkbp:is_applied_in
|
Computer Vision Tasks
|
|
gptkbp:is_compared_to
|
gptkb:neural_networks
|
|
gptkbp:is_effective_against
|
Multi-Task Learning
|
|
gptkbp:is_evaluated_by
|
gptkb:mobile_devices
gptkb:Edge_Computing
gptkb:cloud_computing
gptkb:CIFAR-10_Dataset
gptkb:COCO_Dataset
gptkb:Image_Net_Dataset
Real-Time Applications
|
|
gptkbp:is_explored_in
|
gptkb:Few-Shot_Learning
gptkb:Zero-Shot_Learning
Explainability
Model Compression
Adversarial Robustness
|
|
gptkbp:is_influenced_by
|
gptkb:Deep_Learning
Attention Mechanism
|
|
gptkbp:is_integrated_with
|
Ensemble Methods
Hybrid Models
Other AI Models
|
|
gptkbp:is_popular_in
|
gptkb:scientific_community
|
|
gptkbp:is_promoted_by
|
Online Courses
Research Institutions
Tech Companies
|
|
gptkbp:is_related_to
|
gptkb:Natural_Language_Processing
gptkb:machine_learning
Generative Models
|
|
gptkbp:is_scalable
|
High-Resolution Images
|
|
gptkbp:is_supported_by
|
Conferences
Research Papers
Open Source Frameworks
Pretrained Models
|
|
gptkbp:is_trained_in
|
Limited Labeled Data
|
|
gptkbp:is_used_in
|
gptkb:Autonomous_Vehicles
Facial Recognition
Medical Imaging
|
|
gptkbp:performance
|
gptkb:stage_adaptation
|
|
gptkbp:requires
|
Large Datasets
|
|
gptkbp:used_for
|
Image Classification
|
|
gptkbp:uses
|
Self-Attention Mechanism
|
|
gptkbp:utilizes
|
Self-Attention Mechanism
Patch Embedding
|
|
gptkbp:bfsParent
|
gptkb:GLUE_benchmark
gptkb:CLIP
gptkb:Swin_Transformer
|
|
gptkbp:bfsLayer
|
5
|