GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised
Learning

GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning

3 January 2024

Randall Balestriero

Adriana Romero Soriano

Reihaneh Rabbany

Papers citing "GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning"

4 / 4 papers shown

Title
Joint Embedding Self-Supervised Learning in the Kernel Regime B. Kiani Randall Balestriero Yubei Chen S. Lloyd Yann LeCun SSL 35 13 0 29 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 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 161 645 0 27 Oct 2021
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 183 450 0 29 Apr 2021