Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling

Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling

17 June 2025

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Papers citing "Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling"

11 / 11 papers shown

Title
Causal integration of chemical structures improves representations of microscopy images for morphological profiling Yemin Yu Neil A. Tenenholtz Lester W. Mackey Ying Wei David Alvarez-Melis Ava P. Amini Alex X. Lu 61 1 0 13 Apr 2025
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning Yang Liu Qianqian Xu Peisong Wen Siran Dai Qingming Huang AI4TS 58 2 0 19 Mar 2025
iBOT: Image BERT Pre-Training with Online Tokenizer Jinghao Zhou Chen Wei Huiyu Wang Wei Shen Cihang Xie Alan Yuille Tao Kong 83 740 0 15 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 700 6,121 0 29 Apr 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 258 4,067 0 20 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 374 6,833 0 13 Jun 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 108 1,458 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 207 12,121 0 13 Nov 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 134 682 0 16 Oct 2019
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 174 5 0 30 Mar 2016