2025 "masked autoencoders" Papers
5 papers found
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
Yu Huang, Zixin Wen, Yuejie Chi et al.
ICLR 2025posterarXiv:2403.02233
3
citations
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning
Chau Pham, Juan C. Caicedo, Bryan Plummer
NeurIPS 2025posterarXiv:2503.19331
4
citations
Learning Mask Invariant Mutual Information for Masked Image Modeling
Tao Huang, Yanxiang Ma, Shan You et al.
ICLR 2025posterarXiv:2502.19718
4
citations
Revisiting MAE Pre-training for 3D Medical Image Segmentation
Tassilo Wald, Constantin Ulrich, Stanislav Lukyanenko et al.
CVPR 2025highlightarXiv:2410.23132
16
citations
Rotary Masked Autoencoders are Versatile Learners
Uros Zivanovic, Serafina Di Gioia, Andre Scaffidi et al.
NeurIPS 2025posterarXiv:2505.20535
1
citations