Augmentation Component Analysis: Modeling Similarity via the
Augmentation Overlaps

Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps

1 June 2022

Han-Jia Ye

Papers citing "Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps"

6 / 6 papers shown

Title
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 51 30 0 01 Aug 2024
Adapting Self-Supervised Learning for Computational Pathology Eric Zimmermann Neil Tenenholtz James Hall George Shaikovski Michal Zelechowski ... Fausto Milletari Julian Viret Eugene Vorontsov Siqi Liu Kristen Severson OOD 46 1 0 02 May 2024
When can we Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? Gautham Govind Anil P. Esser D. Ghoshdastidar 48 1 0 13 Mar 2024
Representation Learning Dynamics of Self-Supervised Models P. Esser Satyaki Mukherjee D. Ghoshdastidar SSL 39 3 0 05 Sep 2023
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 191 460 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,381 0 09 Mar 2020