Imagen de Portada

Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Slika, Bouthaina, Dornaika, Fadi, Bougourzi, Fares, Hammoudi, Karim
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images
por: Slika, Bouthaina, et al.
Publicado: (2023)

Decoding Matters: Efficient Mamba-Based Decoder with Distribution-Aware Deep Supervision for Medical Image Segmentation
por: Bougourzi, Fares, et al.
Publicado: (2026)

Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild
por: Bougourzi, Fares, et al.
Publicado: (2024)

MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
por: Bui, T-Mai, et al.
Publicado: (2025)

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
por: Bougourzi, Fares, et al.
Publicado: (2024)

D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
por: Bougourzi, Fares, et al.
Publicado: (2024)

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans
por: Bougourzi, Fares, et al.
Publicado: (2024)

Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges
por: Afnouch, Marwa, et al.
Publicado: (2024)

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification
por: Liu, Chun, et al.
Publicado: (2024)

Local and Global Context-and-Object-part-Aware Superpixel-based Data Augmentation for Deep Visual Recognition
por: Dornaika, Fadi, et al.
Publicado: (2025)

HSMix: Hard and Soft Mixing Data Augmentation for Medical Image Segmentation
por: Sun, Danyang, et al.
Publicado: (2025)

Recent Advances in Medical Imaging Segmentation: A Survey
por: Bougourzi, Fares, et al.
Publicado: (2025)

Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
por: Zidi, Fadi Abdeladhim, et al.
Publicado: (2025)

A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image Data
por: Bi, Jingjun, et al.
Publicado: (2025)

SCS-SupCon: Sigmoid-based Common and Style Supervised Contrastive Learning with Adaptive Decision Boundaries
por: Wang, Bin, et al.
Publicado: (2025)

Integrating ConvNeXt and Vision Transformers for Enhancing Facial Age Estimation
por: Maroun, Gaby, et al.
Publicado: (2025)

SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging
por: Bekhouche, Salah Eddine, et al.
Publicado: (2025)

Boosting Hyperspectral Image Classification with Gate-Shift-Fuse Mechanisms in a Novel CNN-Transformer Approach
por: Guerri, Mohamed Fadhlallah, et al.
Publicado: (2024)

MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network
por: Pei, Chenping, et al.
Publicado: (2025)

Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training
por: Xiao, Huaiyuan, et al.
Publicado: (2025)

A supervised discriminant data representation: application to pattern classification
por: Dornaika, Fadi, et al.
Publicado: (2025)

ACIT: Attention-Guided Cross-Modal Interaction Transformer for Pedestrian Crossing Intention Prediction
por: Li, Yuanzhe, et al.
Publicado: (2025)

VLM-PAR: A Vision Language Model for Pedestrian Attribute Recognition
por: Sellam, Abdellah Zakaria, et al.
Publicado: (2025)

DCMorph: Face Morphing via Dual-Stream Cross-Attention Diffusion
por: Chettaoui, Tahar, et al.
Publicado: (2026)

Synthetic Lung X-ray Generation through Cross-Attention and Affinity Transformation
por: Pi, Ruochen, et al.
Publicado: (2025)

MIXER: Mixed Hyperspherical Random Embedding Neural Network for Texture Recognition
por: Fares, Ricardo T., et al.
Publicado: (2025)

TransGOP: Transformer-Based Gaze Object Prediction
por: Wang, Binglu, et al.
Publicado: (2024)

Comprehensive Benchmarking of YOLOv11 Architectures for Scalable and Granular Peripheral Blood Cell Detection
por: Ali, Mohamad Abou, et al.
Publicado: (2025)

FullTransNet: Full Transformer with Local-Global Attention for Video Summarization
por: Lan, Libin, et al.
Publicado: (2025)

Beyond Augmentation: Cross-Modal Transformer Fusion with Bi-directional Attention for Low-Data Aneurysm Screening
por: Titikhsha, Antara, et al.
Publicado: (2025)

Int3DNet: Scene-Motion Cross Attention Network for 3D Intention Prediction in Mixed Reality
por: Ha, Taewook, et al.
Publicado: (2026)

Cross-modulated Attention Transformer for RGBT Tracking
por: Xiao, Yun, et al.
Publicado: (2024)

TransLocNet: Cross-Modal Attention for Aerial-Ground Vehicle Localization with Contrastive Learning
por: Pham, Phu, et al.
Publicado: (2025)

Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease
por: Lee, Jisoo, et al.
Publicado: (2025)

NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation
por: Caldeira, Eduarda, et al.
Publicado: (2025)

Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers
por: Liu, Yuhe, et al.
Publicado: (2026)

ViT-FIQA: Assessing Face Image Quality using Vision Transformers
por: Atzori, Andrea, et al.
Publicado: (2025)

Trade-offs in Cross-Domain Generalization of Foundation Model Fine-Tuned for Biometric Applications
por: Chettaoui, Tahar, et al.
Publicado: (2025)

PokeFusion Attention: A Lightweight Cross-Attention Mechanism for Style-Conditioned Image Generation
por: Tang, Jingbang
Publicado: (2026)

VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
por: Wu, Shaojin, et al.
Publicado: (2024)