Kaizen: Practical Self-supervised Continual Learning with Continual
Fine-tuning

Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning

30 March 2023

Dimitris Spathis

Cecilia Mascolo

Papers citing "Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning"

11 / 11 papers shown

Title
Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay Sriram Mandalika Harsha Vardhan Athira Nambiar VLM 70 0 0 07 May 2025
CRoP: Context-wise Robust Static Human-Sensing Personalization Sawinder Kaur Avery Gump Jingyu Xin Yi Xiao Harshit Sharma Nina R. Benway J. Preston Asif Salekin 24 0 0 26 Sep 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Erum Mushtaq D. Yaldiz Yavuz Faruk Bakman Jie Ding Chenyang Tao Dimitrios Dimitriadis A. Avestimehr CLL 36 1 0 16 Jul 2024
ViLCo-Bench: VIdeo Language COntinual learning Benchmark Tianqi Tang Shohreh Deldari Hao Xue Celso De Melo Flora D. Salim CLL 34 2 0 19 Jun 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 32 2 0 27 Mar 2024
Balancing Continual Learning and Fine-tuning for Human Activity Recognition Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Akhil Mathur Cecilia Mascolo SSL HAI 16 1 0 04 Jan 2024
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Grégoire Petit Michael Soumm Eva Feillet Adrian Daniel Popescu Bertrand Delezoide David Picard C´eline Hudelot CLL 26 7 0 22 Aug 2023
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning Sungmin Cha Kyunghyun Cho Taesup Moon BDL CLL 23 2 0 08 Jun 2023
Increasing Depth of Neural Networks for Life-long Learning Jkedrzej Kozal Michal Wo'zniak CLL 15 8 0 22 Feb 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020