Harnessing The Power of Attention For Patch-Based Biomedical Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Habib, Gousia, Qureshi, Shaima, ishfaq, Malik |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification
by: Habib, Gousia, et al.
Published: (2024)
by: Habib, Gousia, et al.
Published: (2024)
Optimizing Vision Transformers with Data-Free Knowledge Transfer
by: Habib, Gousia, et al.
Published: (2024)
by: Habib, Gousia, et al.
Published: (2024)
Knowledge Distillation in Vision Transformers: A Critical Review
by: Habib, Gousia, et al.
Published: (2023)
by: Habib, Gousia, et al.
Published: (2023)
LIB-KD: Teaching Inductive Bias for Efficient Vision Transformer Distillation and Compression
by: Habib, Gousia, et al.
Published: (2023)
by: Habib, Gousia, et al.
Published: (2023)
Patch-Based Stochastic Attention for Image Editing
by: Cherel, Nicolas, et al.
Published: (2022)
by: Cherel, Nicolas, et al.
Published: (2022)
CFL-SparseMed: Communication-Efficient Federated Learning for Medical Imaging with Top-k Sparse Updates
by: Habib, Gousia, et al.
Published: (2025)
by: Habib, Gousia, et al.
Published: (2025)
A Comprehensive Review of Knowledge Distillation in Computer Vision
by: Habib, Gousia, et al.
Published: (2024)
by: Habib, Gousia, et al.
Published: (2024)
Harnessing the Power of Local Representations for Few-Shot Classification
by: Tang, Shi, et al.
Published: (2024)
by: Tang, Shi, et al.
Published: (2024)
Harnessing the Power of Foundation Models for Accurate Material Classification
by: Lin, Qingran, et al.
Published: (2026)
by: Lin, Qingran, et al.
Published: (2026)
Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention
by: Ahmad, Tasweer, et al.
Published: (2025)
by: Ahmad, Tasweer, et al.
Published: (2025)
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
by: Basu, Abhipsa, et al.
Published: (2025)
by: Basu, Abhipsa, et al.
Published: (2025)
Attention-Based Chaotic Self-Supervision for Medical Image Classification
by: Florindo, Joao Batista, et al.
Published: (2026)
by: Florindo, Joao Batista, et al.
Published: (2026)
Class-relevant Patch Embedding Selection for Few-Shot Image Classification
by: Jiang, Weihao, et al.
Published: (2024)
by: Jiang, Weihao, et al.
Published: (2024)
Uncertainty-Aware Image Classification In Biomedical Imaging Using Spectral-normalized Neural Gaussian Processes
by: Meleti, Uma, et al.
Published: (2026)
by: Meleti, Uma, et al.
Published: (2026)
Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID
by: Tan, Wentao, et al.
Published: (2024)
by: Tan, Wentao, et al.
Published: (2024)
A Novel Vision Transformer with Residual in Self-attention for Biomedical Image Classification
by: Sharma, Arun K., et al.
Published: (2023)
by: Sharma, Arun K., et al.
Published: (2023)
On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification
by: Riffi-Aslett, Max, et al.
Published: (2024)
by: Riffi-Aslett, Max, et al.
Published: (2024)
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training
by: Xie, Ming-Kun, et al.
Published: (2024)
by: Xie, Ming-Kun, et al.
Published: (2024)
TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification
by: Zheng, Kaipeng, et al.
Published: (2023)
by: Zheng, Kaipeng, et al.
Published: (2023)
Cosine-Normalized Attention for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2026)
by: Ahmad, Muhammad, et al.
Published: (2026)
How Powerful Potential of Attention on Image Restoration?
by: Wang, Cong, et al.
Published: (2024)
by: Wang, Cong, et al.
Published: (2024)
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
by: Wei, Tianyunxi, et al.
Published: (2024)
by: Wei, Tianyunxi, et al.
Published: (2024)
Beyond Anatomy: Explainable ASD Classification from rs-fMRI via Functional Parcellation and Graph Attention Networks
by: Madani, Syeda Hareem, et al.
Published: (2026)
by: Madani, Syeda Hareem, et al.
Published: (2026)
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
by: Yan, Zhiling, et al.
Published: (2024)
by: Yan, Zhiling, et al.
Published: (2024)
Correlates of Image Memorability in Vision Encoders: Activations, Attention Entropy, Patch Uniformity and Autoencoder Losses
by: Takmaz, Ece, et al.
Published: (2025)
by: Takmaz, Ece, et al.
Published: (2025)
Patch-Level Glioblastoma Subregion Classification with a Contrastive Learning-Based Encoder
by: Zhang, Juexin, et al.
Published: (2025)
by: Zhang, Juexin, et al.
Published: (2025)
Component-Aware Sketch-to-Image Generation Using Self-Attention Encoding and Coordinate-Preserving Fusion
by: Zia, Ali, et al.
Published: (2026)
by: Zia, Ali, et al.
Published: (2026)
MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification
by: Xu, Jiahao, et al.
Published: (2026)
by: Xu, Jiahao, et al.
Published: (2026)
Multi-View Synergistic Learning with Vision-Language Adaption for Low-Resource Biomedical Image Classification
by: Luo, Xiaoliu, et al.
Published: (2026)
by: Luo, Xiaoliu, et al.
Published: (2026)
Image Patch-Matching with Graph-Based Learning in Street Scenes
by: She, Rui, et al.
Published: (2023)
by: She, Rui, et al.
Published: (2023)
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification
by: Jeanneret, Guillaume, et al.
Published: (2025)
by: Jeanneret, Guillaume, et al.
Published: (2025)
GAN-Based Single-Stage Defense for Traffic Sign Classification Under Adversarial Patch
by: Enan, Abyad, et al.
Published: (2025)
by: Enan, Abyad, et al.
Published: (2025)
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model
by: Gong, Haifan, et al.
Published: (2024)
by: Gong, Haifan, et al.
Published: (2024)
Patch Pruning Strategy Based on Robust Statistical Measures of Attention Weight Diversity in Vision Transformers
by: Igaue, Yuki, et al.
Published: (2025)
by: Igaue, Yuki, et al.
Published: (2025)
Generalized Disguise Makeup Presentation Attack Detection Using an Attention-Guided Patch-Based Framework
by: Taraghi, Fateme, et al.
Published: (2026)
by: Taraghi, Fateme, et al.
Published: (2026)
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks
by: Li, You, et al.
Published: (2024)
by: Li, You, et al.
Published: (2024)
iPac: Incorporating Intra-image Patch Context into Graph Neural Networks for Medical Image Classification
by: Zidan, Usama, et al.
Published: (2025)
by: Zidan, Usama, et al.
Published: (2025)
Attention Pooling Enhances NCA-based Classification of Microscopy Images
by: Yang, Chen, et al.
Published: (2025)
by: Yang, Chen, et al.
Published: (2025)
Graph Attention Transformer Network for Multi-Label Image Classification
by: Yuan, Jin, et al.
Published: (2022)
by: Yuan, Jin, et al.
Published: (2022)
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation
by: Wang, Chengjie, et al.
Published: (2024)
by: Wang, Chengjie, et al.
Published: (2024)
Similar Items
-
Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification
by: Habib, Gousia, et al.
Published: (2024) -
Optimizing Vision Transformers with Data-Free Knowledge Transfer
by: Habib, Gousia, et al.
Published: (2024) -
Knowledge Distillation in Vision Transformers: A Critical Review
by: Habib, Gousia, et al.
Published: (2023) -
LIB-KD: Teaching Inductive Bias for Efficient Vision Transformer Distillation and Compression
by: Habib, Gousia, et al.
Published: (2023) -
Patch-Based Stochastic Attention for Image Editing
by: Cherel, Nicolas, et al.
Published: (2022)