Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task

28 May 2024

Papers citing "Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task"

5 / 5 papers shown

Title
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning Huiping Zhuang Yizhu Chen Di Fang Run He Kai Tong Hongxin Wei Ziqian Zeng Cen Chen CLL 20 1 0 23 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen 19 1 0 20 Mar 2024
CLAD: A realistic Continual Learning benchmark for Autonomous Driving Eli Verwimp Kuo Yang Sarah Parisot Hong Lanqing Steven G. McDonagh Eduardo Pérez-Pellitero Matthias De Lange Tinne Tuytelaars 30 46 0 07 Oct 2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection Huiping Zhuang Zhenyu Weng Hongxin Wei Renchunzi Xie Kar-Ann Toh Zhiping Lin CLL 23 34 0 30 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021