JOURNAL ARTICLE

STK-former: an efficient transformer with adaptive TopK sparse attention for image inpainting

Jia-yun JingYuhang LiuDian LeiJunyan LiYala Tong

Year: 2025 Journal:   The Visual Computer Vol: 41 (15)Pages: 12529-12549   Publisher: Springer Science+Business Media
Keywords:

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
51
Refs
0.37
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Generative Adversarial Networks and Image Synthesis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Computer Graphics and Visualization Techniques
Physical Sciences →  Computer Science →  Computer Graphics and Computer-Aided Design
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

Related Documents

JOURNAL ARTICLE

Sparse self-attention transformer for image inpainting

Wenli HuangYe DengS. HuiYang WuSanping ZhouJinjun Wang

Journal:   Pattern Recognition Year: 2023 Vol: 145 Pages: 109897-109897
JOURNAL ARTICLE

T-former: An Efficient Transformer for Image Inpainting

Ye DengS. HuiSanping ZhouDeyu MengJinjun Wang

Journal:   Proceedings of the 30th ACM International Conference on Multimedia Year: 2022 Pages: 6559-6568
JOURNAL ARTICLE

Dual-former: Hybrid self-attention transformer for efficient image restoration

Sixiang ChenYe TianYun LiuErkang Chen

Journal:   Digital Signal Processing Year: 2024 Vol: 149 Pages: 104485-104485
JOURNAL ARTICLE

Residual adaptive sparse hybrid attention transformer for image super resolution

Hai HuanMingxuan Wang

Journal:   Engineering Applications of Artificial Intelligence Year: 2024 Vol: 136 Pages: 108990-108990
© 2026 ScienceGate Book Chapters — All rights reserved.