Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
Fuente:
arXiv
Guardado en:
| Autores principales: | Keuth, Ron, Kaftan, Paul, Heinrich, Mattias P. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray
por: Keuth, Ron, et al.
Publicado: (2024)
por: Keuth, Ron, et al.
Publicado: (2024)
Fracture Morphology Classification: Local Multiclass Modeling for Multilabel Complexity
por: Krause, Cassandra, et al.
Publicado: (2025)
por: Krause, Cassandra, et al.
Publicado: (2025)
MetaFormer Baselines for Vision
por: Yu, Weihao, et al.
Publicado: (2022)
por: Yu, Weihao, et al.
Publicado: (2022)
A Systematic Analysis of Input Modalities for Fracture Classification of the Paediatric Wrist
por: Keuth, Ron, et al.
Publicado: (2024)
por: Keuth, Ron, et al.
Publicado: (2024)
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge
por: Keuth, Ron, et al.
Publicado: (2023)
por: Keuth, Ron, et al.
Publicado: (2023)
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation
por: Tran, Le-Anh, et al.
Publicado: (2026)
por: Tran, Le-Anh, et al.
Publicado: (2026)
PointVoxelFormer -- Reviving point cloud networks for 3D medical imaging
por: Heinrich, Mattias Paul
Publicado: (2024)
por: Heinrich, Mattias Paul
Publicado: (2024)
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation
por: Keuth, Ron, et al.
Publicado: (2024)
por: Keuth, Ron, et al.
Publicado: (2024)
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape Representation
por: Keuth, Ron, et al.
Publicado: (2024)
por: Keuth, Ron, et al.
Publicado: (2024)
mRadNet: A Compact Radar Object Detector with MetaFormer
por: Chen, Huaiyu, et al.
Publicado: (2025)
por: Chen, Huaiyu, et al.
Publicado: (2025)
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation
por: Kang, Beoungwoo, et al.
Publicado: (2024)
por: Kang, Beoungwoo, et al.
Publicado: (2024)
Activation-Free Backbones for Image Recognition: Polynomial Alternatives within MetaFormer-Style Vision Models
por: Wang, Jeffrey, et al.
Publicado: (2026)
por: Wang, Jeffrey, et al.
Publicado: (2026)
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention
por: Qian, Kuanren, et al.
Publicado: (2024)
por: Qian, Kuanren, et al.
Publicado: (2024)
Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation
por: Kats, Eytan, et al.
Publicado: (2024)
por: Kats, Eytan, et al.
Publicado: (2024)
Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO Pretraining
por: Kats, Eytan, et al.
Publicado: (2026)
por: Kats, Eytan, et al.
Publicado: (2026)
BronchoGAN: Anatomically consistent and domain-agnostic image-to-image translation for video bronchoscopy
por: Soliman, Ahmad, et al.
Publicado: (2025)
por: Soliman, Ahmad, et al.
Publicado: (2025)
CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration
por: Kats, Eytan, et al.
Publicado: (2026)
por: Kats, Eytan, et al.
Publicado: (2026)
Shaken, Not Stirred: A Novel Dataset for Visual Understanding of Glasses in Human-Robot Bartending Tasks
por: Gajdošech, Lukáš, et al.
Publicado: (2025)
por: Gajdošech, Lukáš, et al.
Publicado: (2025)
Internal Organ Localization Using Depth Images
por: Kats, Eytan, et al.
Publicado: (2025)
por: Kats, Eytan, et al.
Publicado: (2025)
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
por: Ren, Sucheng, et al.
Publicado: (2024)
por: Ren, Sucheng, et al.
Publicado: (2024)
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images
por: Wang, Yifei, et al.
Publicado: (2024)
por: Wang, Yifei, et al.
Publicado: (2024)
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation
por: Perera, Shehan, et al.
Publicado: (2024)
por: Perera, Shehan, et al.
Publicado: (2024)
MixFormerV2: Efficient Fully Transformer Tracking
por: Cui, Yutao, et al.
Publicado: (2023)
por: Cui, Yutao, et al.
Publicado: (2023)
Adaptive Mix for Semi-Supervised Medical Image Segmentation
por: Shen, Zhiqiang, et al.
Publicado: (2024)
por: Shen, Zhiqiang, et al.
Publicado: (2024)
Interactive Image-Based Aphid Counting in Yellow Water Traps under Stirring Actions
por: Gao, Xumin, et al.
Publicado: (2024)
por: Gao, Xumin, et al.
Publicado: (2024)
TokenSeg: Efficient 3D Medical Image Segmentation via Hierarchical Visual Token Compression
por: Zeng, Sen, et al.
Publicado: (2026)
por: Zeng, Sen, et al.
Publicado: (2026)
Non-Invasive 3D Wound Measurement with RGB-D Imaging
por: Harkämper, Lena, et al.
Publicado: (2026)
por: Harkämper, Lena, et al.
Publicado: (2026)
Depth to Anatomy: Organ Localization from Depth Images for Automated Patient Table Positioning in Radiology Workflow
por: Kats, Eytan, et al.
Publicado: (2026)
por: Kats, Eytan, et al.
Publicado: (2026)
Medical Referring Image Segmentation via Next-Token Mask Prediction
por: Chen, Xinyu, et al.
Publicado: (2025)
por: Chen, Xinyu, et al.
Publicado: (2025)
Prompt-based Dynamic Token Pruning for Efficient Segmentation of Medical Images
por: Dutta, Pallabi, et al.
Publicado: (2025)
por: Dutta, Pallabi, et al.
Publicado: (2025)
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging
por: Song, Sifan, et al.
Publicado: (2025)
por: Song, Sifan, et al.
Publicado: (2025)
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
por: Rahman, Md Mostafijur, et al.
Publicado: (2025)
por: Rahman, Md Mostafijur, et al.
Publicado: (2025)
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration
por: Siegert, Leonard, et al.
Publicado: (2024)
por: Siegert, Leonard, et al.
Publicado: (2024)
Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection
por: Dalmonte, Francesco, et al.
Publicado: (2025)
por: Dalmonte, Francesco, et al.
Publicado: (2025)
FreqMixFormerV2: Lightweight Frequency-aware Mixed Transformer for Human Skeleton Action Recognition
por: Wu, Wenhan, et al.
Publicado: (2024)
por: Wu, Wenhan, et al.
Publicado: (2024)
ViConEx-Med: Visual Concept Explainability via Multi-Concept Token Transformer for Medical Image Analysis
por: Patrício, Cristiano, et al.
Publicado: (2025)
por: Patrício, Cristiano, et al.
Publicado: (2025)
SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation
por: Lu, Yujie, et al.
Publicado: (2026)
por: Lu, Yujie, et al.
Publicado: (2026)
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation
por: Qiu, Peijie, et al.
Publicado: (2024)
por: Qiu, Peijie, et al.
Publicado: (2024)
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification
por: Fieback, Laura, et al.
Publicado: (2024)
por: Fieback, Laura, et al.
Publicado: (2024)
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
por: Hemidi, Ziad Al-Haj, et al.
Publicado: (2025)
por: Hemidi, Ziad Al-Haj, et al.
Publicado: (2025)
Ejemplares similares
-
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray
por: Keuth, Ron, et al.
Publicado: (2024) -
Fracture Morphology Classification: Local Multiclass Modeling for Multilabel Complexity
por: Krause, Cassandra, et al.
Publicado: (2025) -
MetaFormer Baselines for Vision
por: Yu, Weihao, et al.
Publicado: (2022) -
A Systematic Analysis of Input Modalities for Fracture Classification of the Paediatric Wrist
por: Keuth, Ron, et al.
Publicado: (2024) -
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge
por: Keuth, Ron, et al.
Publicado: (2023)