A Survey on Vision Transformers: Design Pressures, Architectural Taxonomy, and Future Outlook
Open Access
- 1 January 2026
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 14, 147130-147176
Abstract
No abstract availableFunding Information
- Deanship of Scientific Research at King Khalid University, Saudi Arabia (RGP2/385/46)
This publication has 72 references indexed in Scilit:
- Vision transformers on the edge: A comprehensive survey of model compression and acceleration strategiesNeurocomputing, 2025
- DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention2024
- Rotary Position Embedding for Vision Transformer2024
- A survey of the vision transformers and their CNN-transformer based variantsArtificial Intelligence Review, 2023
- MaxViT: Multi-axis Vision Transformer2022
- DeiT III: Revenge of the ViT2022
- Adaptive Token Sampling for Efficient Vision Transformers2022
- Visual Prompt Tuning2022
- PVT v2: Improved baselines with pyramid vision transformerComputational Visual Media, 2022
- Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation2020