Cover Image

AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Viet-Thanh, Pham, Van-Truong, Tran, Thi-Thao
Format:	Preprint
Published:	2024
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

MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation
by: Nguyen, Thi-Nhu-Quynh, et al.
Published: (2024)

MasHeNe: A Benchmark for Head and Neck CT Mass Segmentation using Window-Enhanced Mamba with Frequency-Domain Integration
by: Dao, Thao Thi Phuong, et al.
Published: (2025)

LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation
by: Tran, Ngoc-Du, et al.
Published: (2024)

AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation
by: Naveed, Asim, et al.
Published: (2024)

Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer
by: Nguyen, Quoc Khanh, et al.
Published: (2024)

Enhancing the Fairness and Performance of Edge Cameras with Explainable AI
by: Nguyen, Truong Thanh Hung, et al.
Published: (2024)

LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks
by: Nguyen, Truong Thanh Hung, et al.
Published: (2024)

Mamba meets crack segmentation
by: He, Zhili, et al.
Published: (2024)

BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models
by: Tran, Huu-Thien, et al.
Published: (2025)

Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
by: Tran, Dinh-Phu, et al.
Published: (2024)

SegMaFormer: A Hybrid State-Space and Transformer Model for Efficient Segmentation
by: Nguyen, Duy D., et al.
Published: (2026)

LGCA: Enhancing Semantic Representation via Progressive Expansion
by: Cao, Thanh Hieu, et al.
Published: (2025)

LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification
by: Le, Khiem H., et al.
Published: (2022)

PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
by: Do, Khoi, et al.
Published: (2024)

DiFlowDubber: Discrete Flow Matching for Automated Video Dubbing via Cross-Modal Alignment and Synchronization
by: Nguyen, Ngoc-Son, et al.
Published: (2026)

Comparative Study of UNet-based Architectures for Liver Tumor Segmentation in Multi-Phase Contrast-Enhanced Computed Tomography
by: Ly, Doan-Van-Anh, et al.
Published: (2025)

XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach
by: Nguyen, Truong Thanh Hung, et al.
Published: (2024)

ISLA: A U-Net for MRI-based acute ischemic stroke lesion segmentation with deep supervision, attention, domain adaptation, and ensemble learning
by: Roca, Vincent, et al.
Published: (2026)

SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher
by: Dao, Trung, et al.
Published: (2024)

ESRPCB: an Edge guided Super-Resolution model and Ensemble learning for tiny Printed Circuit Board Defect detection
by: HoangVan, Xiem, et al.
Published: (2025)

Cost-Effective Model Evaluation with Meta-Learning
by: Pham, Trinh, et al.
Published: (2026)

KTVIC: A Vietnamese Image Captioning Dataset on the Life Domain
by: Pham, Anh-Cuong, et al.
Published: (2024)

Ensemble architecture in polyp segmentation
by: Hsu, Hao-Yun, et al.
Published: (2024)

Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers
by: Haftlang, Morteza Kiani, et al.
Published: (2025)

IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme
by: Tran, Dinh Dai Quan, et al.
Published: (2025)

Examining Monitoring System: Detecting Abnormal Behavior In Online Examinations
by: Ngo, Dinh An, et al.
Published: (2024)

SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
by: Tran, Nhat Thanh, et al.
Published: (2025)

ViCLIP-OT: The First Foundation Vision-Language Model for Vietnamese Image-Text Retrieval with Optimal Transport
by: Tran, Quoc-Khang, et al.
Published: (2026)

XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
by: Clement, Tobias, et al.
Published: (2024)

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
by: Nguyen, Xuan-Bac, et al.
Published: (2025)

Sensitive Image Classification by Vision Transformers
by: He, Hanxian, et al.
Published: (2024)

Object Detection Approaches to Identifying Hand Images with High Forensic Values
by: Nguyen, Thanh Thi, et al.
Published: (2024)

SEMT: Static-Expansion-Mesh Transformer Network Architecture for Remote Sensing Image Captioning
by: Truong, Khang, et al.
Published: (2025)

DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction
by: Van, Cuong Tran, et al.
Published: (2026)

Weather-Robust Cross-View Geo-Localization via Prototype-Based Semantic Part Discovery
by: Tran, Chi-Nguyen, et al.
Published: (2026)

Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers
by: Nguyen, Thanh Thi, et al.
Published: (2024)

Surgical-MambaLLM: Mamba2-enhanced Multimodal Large Language Model for VQLA in Robotic Surgery
by: Hao, Pengfei, et al.
Published: (2025)

SimGraph: A Unified Framework for Scene Graph-Based Image Generation and Editing
by: Vo, Thanh-Nhan, et al.
Published: (2026)

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models
by: Le, Huy Hoan, et al.
Published: (2025)

OE3DIS: Open-Ended 3D Point Cloud Instance Segmentation
by: Nguyen, Phuc D. A., et al.
Published: (2024)