Active Self-Supervised Learning: A Few Low-Cost Relationships Are All
You Need

Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need

27 March 2023

Vivien A. Cabannes

Randall Balestriero

Papers citing "Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need"

13 / 13 papers shown

Title
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning S. Banerjee Vinay K. Verma SSL 53 0 0 10 Mar 2025
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 33 3 0 23 Oct 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 38 2 1 15 Jun 2024
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning Aarash Feizi Randall Balestriero Adriana Romero Soriano Reihaneh Rabbany 13 0 0 03 Jan 2024
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 14 1 0 13 Nov 2023
MyriadAL: Active Few Shot Learning for Histopathology Nico Schiavone Jingyi Wang Shuangzhi Li Roger J. Zemp Xingyu Li 13 1 0 24 Oct 2023
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation Franco Marchesoni-Acland Jean-Michel Morel J. Kherroubi Gabriele Facciolo 8 0 0 04 Jul 2023
WizardLM: Empowering Large Language Models to Follow Complex Instructions Can Xu Qingfeng Sun Kai Zheng Xiubo Geng Pu Zhao Jiazhan Feng Chongyang Tao Daxin Jiang ALM 29 900 0 24 Apr 2023
Joint Embedding Self-Supervised Learning in the Kernel Regime B. Kiani Randall Balestriero Yubei Chen S. Lloyd Yann LeCun SSL 30 13 0 29 Sep 2022
Active Labeling: Streaming Stochastic Gradients Vivien A. Cabannes Francis R. Bach Vianney Perchet Alessandro Rudi 40 2 0 26 May 2022
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
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 63 337 0 25 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020