Cover Image

XAI-Driven Skin Disease Classification: Leveraging GANs to Augment ResNet-50 Performance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Villanueva, Kim Gerard A., Kumar, Priyanka
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Wavelet-based GAN Fingerprint Detection using ResNet50
by: Erukude, Sai Teja, et al.
Published: (2025)

MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation
by: Sun, Nuolin, et al.
Published: (2025)

Multimodal Detection of Fake Reviews using BERT and ResNet-50
by: Veluru, Suhasnadh Reddy, et al.
Published: (2025)

PlantDiseaseNet-RT50: A Fine-tuned ResNet50 Architecture for High-Accuracy Plant Disease Detection Beyond Standard CNNs
by: Sagnika, Santwana, et al.
Published: (2025)

Research on Brain Tumor Classification Method Based on Improved ResNet34 Network
by: Li, Yufeng, et al.
Published: (2025)

Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification
by: Karthikayan, P. N., et al.
Published: (2024)

Quotient Network -- A Network Similar to ResNet but Learning Quotients
by: Hui, Peng, et al.
Published: (2025)

Interpreting ResNet-based CLIP via Neuron-Attention Decomposition
by: Bu, Edmund, et al.
Published: (2025)

Transfer Learning for Wildlife Classification: Evaluating YOLOv8 against DenseNet, ResNet, and VGGNet on a Custom Dataset
by: Sharma, Subek, et al.
Published: (2024)

Detection of pulmonary pathologies using convolutional neural networks, Data Augmentation, ResNet50 and Vision Transformers
by: Amador, Pablo Ramirez, et al.
Published: (2024)

ResNet: Enabling Deep Convolutional Neural Networks through Residual Learning
by: Liu, Xingyu, et al.
Published: (2025)

Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models
by: Awad, Alaa, et al.
Published: (2025)

An Explainable Two Stage Deep Learning Framework for Pericoronitis Assessment in Panoramic Radiographs Using YOLOv8 and ResNet-50
by: George, Ajo Babu, et al.
Published: (2026)

Skin Lesion Classification Based on ResNet-50 Enhanced With Adaptive Spatial Feature Fusion
by: Liu, Runhao, et al.
Published: (2025)

RetinaVision: XAI-Driven Augmented Regulation for Precise Retinal Disease Classification using deep learning framework
by: Noor, Mohammad Tahmid, et al.
Published: (2026)

Brain Tumor Classifiers Under Attack: Robustness of ResNet Variants Against Transferable FGSM and PGD Attacks
by: Deem, Ryan, et al.
Published: (2026)

Benchmarking ResNet Backbones in RT-DETR: Impact of Depth and Regularization under environmental conditions
by: Barboza, Pamela, et al.
Published: (2026)

ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
by: Rahman, Ashiqur, et al.
Published: (2026)

An Explorative Analysis of SVM Classifier and ResNet50 Architecture on African Food Classification
by: Mbonu, Chinedu Emmanuel, et al.
Published: (2025)

Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)
by: Behzadi, Saadat, et al.
Published: (2024)

SynA-ResNet: Spike-driven ResNet Achieved through OR Residual Connection
by: Shan, Yimeng, et al.
Published: (2023)

ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations
by: Khalil, Ahmad, et al.
Published: (2025)

Hybrid ResNet-1D-BiGRU with Multi-Head Attention for Cyberattack Detection in Industrial IoT Environments
by: Gueriani, Afrah, et al.
Published: (2026)

Fourier-Based GAN Fingerprint Detection using ResNet50
by: Erukude, Sai Teja, et al.
Published: (2025)

Lung Cancer Classification from CT Images Using ResNet
by: Adekunle, Olajumoke O., et al.
Published: (2025)

A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture
by: Wang, Shang, et al.
Published: (2025)

CoroNetGAN: Controlled Pruning of GANs via Hypernetworks
by: Kumar, Aman, et al.
Published: (2024)

Res2NetFuse: A Novel Res2Net-based Fusion Method for Infrared and Visible Images
by: Song, Xu, et al.
Published: (2021)

Leveraging GANs For Active Appearance Models Optimized Model Fitting
by: Awasthi, Anurag
Published: (2025)

A Data-Centric Vision Transformer Baseline for SAR Sea Ice Classification
by: Mike-Ewewie, David, et al.
Published: (2026)

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision
by: Correia, Miguel, et al.
Published: (2024)

The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data
by: Wen, Ximing, et al.
Published: (2024)

Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN
by: Farooq, Muhammad Ali, et al.
Published: (2024)

ResNetVLLM -- Multi-modal Vision LLM for the Video Understanding Task
by: Khalil, Ahmad, et al.
Published: (2025)

Interpreting the Residual Stream of ResNet18
by: Longon, André
Published: (2024)

Layer-Wise Relevance Propagation with Conservation Property for ResNet
by: Otsuki, Seitaro, et al.
Published: (2024)

PushPull-Net: Inhibition-driven ResNet robust to image corruptions
by: Bennabhaktula, Guru Swaroop, et al.
Published: (2024)

Bridging Accuracy and Interpretability: Deep Learning with XAI for Breast Cancer Detection
by: Chhetri, Bishal, et al.
Published: (2025)

A Deep Features-Based Approach Using Modified ResNet50 and Gradient Boosting for Visual Sentiments Classification
by: Arslan, Muhammad, et al.
Published: (2024)

Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection
by: V, Pandiyaraju, et al.
Published: (2024)