ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning
of Heterogeneous Microscopy Images

ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images

26 November 2023

Nicolas Bourriez

Gabriel Watkinson

Guillaume Bollot

Auguste Genovesio

Papers citing "ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images"

12 / 12 papers shown

Title
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham Juan C. Caicedo Bryan A. Plummer 47 0 0 25 Mar 2025
Out-of-distribution evaluations of channel agnostic masked autoencoders in fluorescence microscopy Christian John Hurry Jinjie Zhang Olubukola Ishola Emma Slade Cuong Q. Nguyen OOD OODD 60 0 0 24 Mar 2025
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning Wenyi Lian Joakim Lindblad Patrick Micke Natasa Sladoje 62 0 0 12 Mar 2025
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean Zitong Jerry Wang John Urbanik Konstantin Donhauser Jason Hartford ... Safiye Celik Marta Fay Juan Sebastian Rodriguez Vera I. Haque Oren Z. Kraus MedIm 39 4 0 04 Nov 2024
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers Chau Pham Bryan A. Plummer 45 3 0 26 May 2024
Weakly supervised cross-modal learning in high-content screening Gabriel Watkinson Ethan O. Cohen Nicolas Bourriez Ihab Bendidi Guillaume Bollot Auguste Genovesio 38 3 0 08 Nov 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 311 7,457 0 11 Nov 2021
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 188 651 0 27 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 356 5,811 0 29 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 313 3,625 0 24 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 281 179 0 17 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,431 0 04 Jan 2021