Improving Online Continual Learning Performance and Stability with
Temporal Ensembles

Improving Online Continual Learning Performance and Stability with Temporal Ensembles

29 June 2023

Albin Soutif--Cormerais

Joost van de Weijer

Papers citing "Improving Online Continual Learning Performance and Stability with Temporal Ensembles"

11 / 11 papers shown

Title
Scalable Strategies for Continual Learning with Replay Truman Hickok CLL 31 0 0 18 May 2025
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation Xiwen Wei Guihong Li R. Marculescu 52 2 0 08 Nov 2024
Exploring the Stability Gap in Continual Learning: The Role of the Classification Head Wojciech Łapacz Daniel Marczak Filip Szatkowski Tomasz Trzciñski 64 1 0 06 Nov 2024
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks Sandesh Kamath Albin Soutif--Cormerais Joost van de Weijer Bogdan Raducanu 54 3 0 07 Jun 2024
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning Jason Yoo Yunpeng Liu Frank Wood Geoff Pleiss CLL 36 5 0 14 Feb 2024
Rethinking Momentum Knowledge Distillation in Online Continual Learning Nicolas Michel Maorong Wang L. Xiao T. Yamasaki CLL 40 9 0 06 Sep 2023
A Comprehensive Empirical Evaluation on Online Continual Learning Albin Soutif--Cormerais Antonio Carta Andrea Cossu J. Hurtado Hamed Hemati Vincenzo Lomonaco Joost van de Weijer CLL 40 20 0 20 Aug 2023
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Yaqian Zhang Bernhard Pfahringer E. Frank Albert Bifet N. Lim Yunzhe Jia CLL 114 43 0 28 Sep 2022
Continual evaluation for lifelong learning: Identifying the stability gap Matthias De Lange Gido M. van de Ven Tinne Tuytelaars CLL 127 41 0 26 May 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 401 5,870 0 29 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 379 39,309 0 01 Sep 2014