Cover Image

BertsWin: Resolving Topological Sparsity in 3D Masked Autoencoders via Component-Balanced Structural Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Limarenko, Evgeny Alves, Studenikina, Anastasiia
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MAMOC: MRI Motion Correction via Masked Autoencoding
by: Van der Goten, Lennart Alexander, et al.
Published: (2024)

Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
by: Das, Badhan Kumar, et al.
Published: (2025)

Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for Diagnosis
by: Dack, Ethan, et al.
Published: (2025)

Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders
by: Dahan, Simon, et al.
Published: (2023)

Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
by: Hackstein, Jakob, et al.
Published: (2024)

Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT
by: Zheng, Jie, et al.
Published: (2024)

Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders
by: Wodzinski, Marek, et al.
Published: (2024)

Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification
by: Madan, Chetan, et al.
Published: (2025)

FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders
by: Basu, Soumen, et al.
Published: (2024)

MAEDiff: Masked Autoencoder-enhanced Diffusion Models for Unsupervised Anomaly Detection in Brain Images
by: Xu, Rui, et al.
Published: (2024)

Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation
by: Ding, Yuexing, et al.
Published: (2024)

AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation
by: Munk, Asbjørn, et al.
Published: (2024)

Resource-Efficient Multiview Perception: Integrating Semantic Masking with Masked Autoencoders
by: Dakic, Kosta, et al.
Published: (2024)

GCond: Gradient Conflict Resolution via Accumulation-based Stabilization for Large-Scale Multi-Task Learning
by: Limarenko, Evgeny Alves, et al.
Published: (2025)

3D Reconstruction from Transient Measurements with Time-Resolved Transformer
by: Li, Yue, et al.
Published: (2025)

Structure-Accurate Medical Image Translation via Dynamic Frequency Balance and Knowledge Guidance
by: Xu, Jiahua, et al.
Published: (2025)

USF-MAE: Ultrasound Self-Supervised Foundation Model with Masked Autoencoding
by: Megahed, Youssef, et al.
Published: (2025)

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces
by: Yang, Hao-Chun, et al.
Published: (2024)

Balanced Rate-Distortion Optimization in Learned Image Compression
by: Zhang, Yichi, et al.
Published: (2025)

Resolution Invariant Autoencoder
by: Patel, Ashay, et al.
Published: (2025)

Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization
by: Chen, Minheng, et al.
Published: (2025)

Sparsity-based background removal for STORM super-resolution images
by: Valera, Patris, et al.
Published: (2024)

Optimal Transport Based Unsupervised Restoration Learning Exploiting Degradation Sparsity
by: Wen, Fei, et al.
Published: (2023)

SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement
by: Panda, Gargi, et al.
Published: (2024)

Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection
by: Wang, Qiuli, et al.
Published: (2024)

The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning
by: Mo, Shentong
Published: (2024)

Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective
by: Sun, Lingchen, et al.
Published: (2023)

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic
by: Li, Liu, et al.
Published: (2025)

Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures
by: Yeganeh, Yousef, et al.
Published: (2024)

SIDME: Self-supervised Image Demoiréing via Masked Encoder-Decoder Reconstruction
by: Wang, Xia, et al.
Published: (2025)

Learning Generalizable Features for Tibial Plateau Fracture Segmentation Using Masked Autoencoder and Limited Annotations
by: Yue, Peiyan, et al.
Published: (2025)

D-CNN and VQ-VAE Autoencoders for Compression and Denoising of Industrial X-ray Computed Tomography Images
by: Hejazi, Bardia, et al.
Published: (2025)

A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles
by: Bhusal, Gokul, et al.
Published: (2025)

Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing
by: Chen, Hui, et al.
Published: (2025)

Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos
by: Ishikawa, Yuchi, et al.
Published: (2025)

Trustworthy SR: Resolving Ambiguity in Image Super-resolution via Diffusion Models and Human Feedback
by: Korkmaz, Cansu, et al.
Published: (2024)

Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem
by: Zhu, Qiwen, et al.
Published: (2024)

NeuralLVC: Neural Lossless Video Compression via Masked Diffusion with Temporal Conditioning
by: Uricchio, Tiberio, et al.
Published: (2026)

Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression
by: Li, Tiantian, et al.
Published: (2025)

Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model
by: Xu, Jiahua, et al.
Published: (2024)