MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
Fuente:
arXiv
Saved in:
| Main Authors: | Karanam, Mokshagna Sai Teja, Iyer, Krithika, Joshi, Sarang, Elhabian, Shireen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of Diffeomorphisms
by: Iyer, Krithika, et al.
Published: (2024)
by: Iyer, Krithika, et al.
Published: (2024)
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes
by: Iyer, Krithika, et al.
Published: (2025)
by: Iyer, Krithika, et al.
Published: (2025)
MorphoFlow: Sparse-Supervised Generative Shape Modeling with Adaptive Latent Relevance
by: Karanam, Mokshagna Sai Teja, et al.
Published: (2026)
by: Karanam, Mokshagna Sai Teja, et al.
Published: (2026)
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
by: Aziz, Abu Zahid Bin, et al.
Published: (2024)
by: Aziz, Abu Zahid Bin, et al.
Published: (2024)
Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images
by: Iyer, Krithika, et al.
Published: (2024)
by: Iyer, Krithika, et al.
Published: (2024)
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images
by: Adams, Jadie, et al.
Published: (2024)
by: Adams, Jadie, et al.
Published: (2024)
SCorP: Statistics-Informed Dense Correspondence Prediction Directly from Unsegmented Medical Images
by: Iyer, Krithika, et al.
Published: (2024)
by: Iyer, Krithika, et al.
Published: (2024)
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds
by: Adams, Jadie, et al.
Published: (2024)
by: Adams, Jadie, et al.
Published: (2024)
Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud
by: Adams, Jadie, et al.
Published: (2023)
by: Adams, Jadie, et al.
Published: (2023)
Identifying Bias in Deep Neural Networks Using Image Transforms
by: Erukude, Sai Teja, et al.
Published: (2024)
by: Erukude, Sai Teja, et al.
Published: (2024)
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions
by: Xu, Hong, et al.
Published: (2023)
by: Xu, Hong, et al.
Published: (2023)
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes
by: Kataria, Tushar, et al.
Published: (2025)
by: Kataria, Tushar, et al.
Published: (2025)
MORPH: PDE Foundation Models with Arbitrary Data Modality
by: Rautela, Mahindra Singh, et al.
Published: (2025)
by: Rautela, Mahindra Singh, et al.
Published: (2025)
Optimization-Driven Statistical Models of Anatomies using Radial Basis Function Shape Representation
by: Xu, Hong, et al.
Published: (2024)
by: Xu, Hong, et al.
Published: (2024)
Adaptive Particle-Based Shape Modeling for Anatomical Surface Correspondence
by: Xu, Hong, et al.
Published: (2025)
by: Xu, Hong, et al.
Published: (2025)
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration
by: Hadramy, Sidaty El, et al.
Published: (2025)
by: Hadramy, Sidaty El, et al.
Published: (2025)
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images
by: Ukey, Janmesh, et al.
Published: (2024)
by: Ukey, Janmesh, et al.
Published: (2024)
Domain-Shift Immunity in Deep Deformable Registration via Local Feature Representations
by: Shao, Mingzhen, et al.
Published: (2025)
by: Shao, Mingzhen, et al.
Published: (2025)
CBAGAN-RRT: Convolutional Block Attention Generative Adversarial Network for Sampling-Based Path Planning
by: Sagar, Abhinav, et al.
Published: (2023)
by: Sagar, Abhinav, et al.
Published: (2023)
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest
by: Xu, Hong, et al.
Published: (2023)
by: Xu, Hong, et al.
Published: (2023)
ImageNet-Think-250K: A Large-Scale Synthetic Dataset for Multimodal Reasoning for Vision Language Models
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)
Enhancing Diabetic Retinopathy Detection with CNN-Based Models: A Comparative Study of UNET and Stacked UNET Architectures
by: Uppina, Ameya, et al.
Published: (2024)
by: Uppina, Ameya, et al.
Published: (2024)
A neurosymbolic Approach with Epistemic Deep Learning for Hierarchical Image Classification
by: Kilicdere, Ezel, et al.
Published: (2026)
by: Kilicdere, Ezel, et al.
Published: (2026)
A Benchmark Study of Neural Network Compression Methods for Hyperspectral Image Classification
by: Shi, Sai
Published: (2026)
by: Shi, Sai
Published: (2026)
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration
by: Boussot, Valentin, et al.
Published: (2025)
by: Boussot, Valentin, et al.
Published: (2025)
Disentangle and Regularize: Sign Language Production with Articulator-Based Disentanglement and Channel-Aware Regularization
by: Tasyurek, Sumeyye Meryem, et al.
Published: (2025)
by: Tasyurek, Sumeyye Meryem, et al.
Published: (2025)
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
by: Luo, Haocheng, et al.
Published: (2025)
by: Luo, Haocheng, et al.
Published: (2025)
On the Viability of Semi-Supervised Segmentation Methods for Statistical Shape Modeling
by: Khan, Asma, et al.
Published: (2024)
by: Khan, Asma, et al.
Published: (2024)
MI CAM: Mutual Information Weighted Activation Mapping for Causal Visual Explanations of Convolutional Neural Networks
by: Iyer, Ram S, et al.
Published: (2025)
by: Iyer, Ram S, et al.
Published: (2025)
M3T: Multi-Modal Medical Transformer to bridge Clinical Context with Visual Insights for Retinal Image Medical Description Generation
by: Shaik, Nagur Shareef, et al.
Published: (2024)
by: Shaik, Nagur Shareef, et al.
Published: (2024)
Spatial Sequence Attention Network for Schizophrenia Classification from Structural Brain MR Images
by: Shaik, Nagur Shareef, et al.
Published: (2024)
by: Shaik, Nagur Shareef, et al.
Published: (2024)
Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization
by: Wang, Jiayun, et al.
Published: (2024)
by: Wang, Jiayun, et al.
Published: (2024)
Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration
by: Chaudhary, Muhammad F. A., et al.
Published: (2024)
by: Chaudhary, Muhammad F. A., et al.
Published: (2024)
IMPLICITSTAINER: Resolution Agnostic Data-Efficient Virtual Staining Using Neural Implicit Functions
by: Kataria, Tushar, et al.
Published: (2025)
by: Kataria, Tushar, et al.
Published: (2025)
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining
by: Kataria, Tushar, et al.
Published: (2024)
by: Kataria, Tushar, et al.
Published: (2024)
Application of Disentanglement to Map Registration Problem
by: Song, Hae Jin, et al.
Published: (2024)
by: Song, Hae Jin, et al.
Published: (2024)
Sharpness-Aware Minimization with Adaptive Regularization for Training Deep Neural Networks
by: Zou, Jinping, et al.
Published: (2024)
by: Zou, Jinping, et al.
Published: (2024)
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation
by: Nag, Sayan, et al.
Published: (2024)
by: Nag, Sayan, et al.
Published: (2024)
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation
by: Rakitin, Denis, et al.
Published: (2024)
by: Rakitin, Denis, et al.
Published: (2024)
MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs
by: Haque, Md Rakibul, et al.
Published: (2026)
by: Haque, Md Rakibul, et al.
Published: (2026)
Similar Items
-
LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of Diffeomorphisms
by: Iyer, Krithika, et al.
Published: (2024) -
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes
by: Iyer, Krithika, et al.
Published: (2025) -
MorphoFlow: Sparse-Supervised Generative Shape Modeling with Adaptive Latent Relevance
by: Karanam, Mokshagna Sai Teja, et al.
Published: (2026) -
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
by: Aziz, Abu Zahid Bin, et al.
Published: (2024) -
Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images
by: Iyer, Krithika, et al.
Published: (2024)