Enhancing Polyp Segmentation via Encoder Attention and Dynamic Kernel Update
Fuente:
arXiv
Saved in:
| Main Authors: | Chashmi, Fatemeh Salahi, Sotoudeh, Roya |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GRAFNet: Multiscale Retinal Processing via Guided Cortical Attention Feedback for Enhancing Medical Image Polyp Segmentation
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
by: Kang, Xiaolu, et al.
Published: (2024)
by: Kang, Xiaolu, et al.
Published: (2024)
MARIO: A Mixed Annotation Framework For Polyp Segmentation
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
MicroAUNet: Boundary-Enhanced Multi-scale Fusion with Knowledge Distillation for Colonoscopy Polyp Image Segmentation
by: Wang, Ziyi, et al.
Published: (2025)
by: Wang, Ziyi, et al.
Published: (2025)
Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture
by: Gao, Weihao, et al.
Published: (2026)
by: Gao, Weihao, et al.
Published: (2026)
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
by: Zeng, Jun, et al.
Published: (2025)
by: Zeng, Jun, et al.
Published: (2025)
Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation
by: Zeng, Chengxi, et al.
Published: (2025)
by: Zeng, Chengxi, et al.
Published: (2025)
EndoSight AI: Deep Learning-Driven Real-Time Gastrointestinal Polyp Detection and Segmentation for Enhanced Endoscopic Diagnostics
by: Cavadia, Daniel
Published: (2025)
by: Cavadia, Daniel
Published: (2025)
EDIT: Enhancing Vision Transformers by Mitigating Attention Sink through an Encoder-Decoder Architecture
by: Feng, Wenfeng, et al.
Published: (2025)
by: Feng, Wenfeng, et al.
Published: (2025)
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms
by: Askari, Fatemeh, et al.
Published: (2024)
by: Askari, Fatemeh, et al.
Published: (2024)
PVTAdpNet: Polyp Segmentation using Pyramid vision transformer with a novel Adapter block
by: Nezhad, Arshia Yousefi, et al.
Published: (2025)
by: Nezhad, Arshia Yousefi, et al.
Published: (2025)
WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention
by: Zhang, Zhang, et al.
Published: (2026)
by: Zhang, Zhang, et al.
Published: (2026)
HGNet: High-Order Spatial Awareness Hypergraph and Multi-Scale Context Attention Network for Colorectal Polyp Detection
by: Liu, Xiaofang, et al.
Published: (2025)
by: Liu, Xiaofang, et al.
Published: (2025)
Oil Spill Segmentation using Deep Encoder-Decoder models
by: Satyanarayana, Abhishek Ramanathapura, et al.
Published: (2023)
by: Satyanarayana, Abhishek Ramanathapura, et al.
Published: (2023)
Hybrid(Transformer+CNN)-based Polyp Segmentation
by: Baduwal, Madan
Published: (2025)
by: Baduwal, Madan
Published: (2025)
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation
by: Qi, Kristin, et al.
Published: (2025)
by: Qi, Kristin, et al.
Published: (2025)
Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
by: Feng, Zhe, et al.
Published: (2026)
by: Feng, Zhe, et al.
Published: (2026)
Fusion to Enhance: Fusion Visual Encoder to Enhance Multimodal Language Model
by: She, Yifei, et al.
Published: (2025)
by: She, Yifei, et al.
Published: (2025)
Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection
by: Song, Shixuan, et al.
Published: (2025)
by: Song, Shixuan, et al.
Published: (2025)
Polyp detection in colonoscopy images using YOLOv11
by: Sahoo, Alok Ranjan, et al.
Published: (2025)
by: Sahoo, Alok Ranjan, et al.
Published: (2025)
Jewelry Recognition via Encoder-Decoder Models
by: Alcalde-Llergo, José M., et al.
Published: (2024)
by: Alcalde-Llergo, José M., et al.
Published: (2024)
Motion-enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module
by: Hasan, Md. Kamrul, et al.
Published: (2025)
by: Hasan, Md. Kamrul, et al.
Published: (2025)
KernelDNA: Dynamic Kernel Sharing via Decoupled Naive Adapters
by: Huang, Haiduo, et al.
Published: (2025)
by: Huang, Haiduo, et al.
Published: (2025)
Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy
by: Parolari, Luca, et al.
Published: (2025)
by: Parolari, Luca, et al.
Published: (2025)
Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder
by: Yasser, Alaa, et al.
Published: (2026)
by: Yasser, Alaa, et al.
Published: (2026)
MixerCSeg: An Efficient Mixer Architecture for Crack Segmentation via Decoupled Mamba Attention
by: Zhao, Zilong, et al.
Published: (2026)
by: Zhao, Zilong, et al.
Published: (2026)
EMRA-proxy: Enhancing Multi-Class Region Semantic Segmentation in Remote Sensing Images with Attention Proxy
by: Yu, Yichun, et al.
Published: (2025)
by: Yu, Yichun, et al.
Published: (2025)
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
by: Wang, Jinhong, et al.
Published: (2024)
by: Wang, Jinhong, et al.
Published: (2024)
Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation
by: Cho, Yubin, et al.
Published: (2024)
by: Cho, Yubin, et al.
Published: (2024)
PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis
by: Choudhuri, Anwesa, et al.
Published: (2025)
by: Choudhuri, Anwesa, et al.
Published: (2025)
GPF-Net: Gated Progressive Fusion Learning for Polyp Re-Identification
by: Xiang, Suncheng, et al.
Published: (2025)
by: Xiang, Suncheng, et al.
Published: (2025)
Trifuse: Enhancing Attention-Based GUI Grounding via Multimodal Fusion
by: Ma, Longhui, et al.
Published: (2026)
by: Ma, Longhui, et al.
Published: (2026)
Efficient KernelSHAP Explanations for Patch-based 3D Medical Image Segmentation
by: Brioso, Ricardo Coimbra, et al.
Published: (2026)
by: Brioso, Ricardo Coimbra, et al.
Published: (2026)
Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models
by: Yu, Jia, et al.
Published: (2025)
by: Yu, Jia, et al.
Published: (2025)
SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense
by: Huang, Yiyang, et al.
Published: (2025)
by: Huang, Yiyang, et al.
Published: (2025)
DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection
by: Li, Shawn, et al.
Published: (2024)
by: Li, Shawn, et al.
Published: (2024)
MKSNet: Advanced Small Object Detection in Remote Sensing Imagery with Multi-Kernel and Dual Attention Mechanisms
by: Zhang, Jiahao, et al.
Published: (2025)
by: Zhang, Jiahao, et al.
Published: (2025)
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks
by: Erisen, Serdar
Published: (2024)
by: Erisen, Serdar
Published: (2024)
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation
by: Carrión-Ojeda, Dustin, et al.
Published: (2025)
by: Carrión-Ojeda, Dustin, et al.
Published: (2025)
Similar Items
-
GRAFNet: Multiscale Retinal Processing via Guided Cortical Attention Feedback for Enhancing Medical Image Polyp Segmentation
by: Fofanah, Abdul Joseph, et al.
Published: (2026) -
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
by: Kang, Xiaolu, et al.
Published: (2024) -
MARIO: A Mixed Annotation Framework For Polyp Segmentation
by: Li, Haoyang, et al.
Published: (2025) -
MicroAUNet: Boundary-Enhanced Multi-scale Fusion with Knowledge Distillation for Colonoscopy Polyp Image Segmentation
by: Wang, Ziyi, et al.
Published: (2025) -
Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture
by: Gao, Weihao, et al.
Published: (2026)