Task Difficulty Aware Parameter Allocation & Regularization for Lifelong
Learning

Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning

11 April 2023

Papers citing "Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning"

11 / 11 papers shown

Title
Position: Continual Learning Benefits from An Evolving Population over An Unified Model Aojun Lu Junchao Ke Chunhui Ding Jiahao Fan Yanan Sun CLL 69 0 0 10 Feb 2025
Algorithm Design for Continual Learning in IoT Networks Shugang Hao Lingjie Duan CLL 83 0 0 22 Dec 2024
Not Just Object, But State: Compositional Incremental Learning without Forgetting Yanyi Zhang Binglin Qiu Qi Jia Yu Liu Ran He CLL 40 0 0 04 Nov 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 26 1 0 17 Sep 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 22 0 0 17 Jul 2024
A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks Ashutosh Kumar Sonali Agarwal D. J. Hemanth 29 0 0 11 May 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 29 1 0 17 Mar 2024
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Murat Onur Yildirim Elif Ceren Gok Yildirim D. Mocanu Joaquin Vanschoren CLL 36 0 0 13 Mar 2024
What Can AutoML Do For Continual Learning? Mert Kilickaya Joaquin Vanschoren 28 1 0 20 Nov 2023
EEC: Learning to Encode and Regenerate Images for Continual Learning Ali Ayub Alan R. Wagner CLL 35 59 0 13 Jan 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks Huihui Liu Yiding Yang Xinchao Wang 159 112 0 10 Dec 2020