Laplacian-Former: Overcoming the Limitations of Vision Transformers in
Local Texture Detection

Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection

31 August 2023

Amirhossein Kazerouni

Ehsan Khodapanah Aghdam

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Papers citing "Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection"

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Title
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation Md. Mahfuz Al Hasan Mahdi Zaman Abdul Jawad Alberto Santamaria-Pang Ho Hin Lee ... Md Shah Imran Antika Roy Y. P. Fallah Navid Asadizanjani Reza Forghani MedIm 71 0 0 31 Mar 2025
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure June Moh Goo Xenios Milidonis Alessandro Artusi Jan Boehm Carlo Ciliberto 65 7 0 04 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 86 0 0 03 Sep 2024
LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 91 4 0 07 Apr 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam Amirhossein Kazerouni Ilker Hacihaliloglu Dorit Merhof 101 7 0 28 Mar 2024
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision Bobby Azad Reza Azad Sania Eskandari Afshin Bozorgpour Amirhossein Kazerouni I. Rekik Dorit Merhof VLM MedIm 153 68 0 28 Oct 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 118 188 0 09 Jan 2023