Ex-Model: Continual Learning from a Stream of Trained Models

Ex-Model: Continual Learning from a Stream of Trained Models

13 December 2021

Vincenzo Lomonaco

Papers citing "Ex-Model: Continual Learning from a Stream of Trained Models"

10 / 10 papers shown

Title
Continual Policy Distillation of Reinforcement Learning-based Controllers for Soft Robotic In-Hand Manipulation Lanpei Li Enrico Donato Vincenzo Lomonaco Egidio Falotico 23 2 0 05 Apr 2024
CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation Ali Abbasi Chayne Thrash Elaheh Akbari Daniel Zhang Soheil Kolouri MU 32 3 0 21 Nov 2023
Continual Learning From a Stream of APIs Enneng Yang Zhenyi Wang Li Shen Nan Yin Tongliang Liu Guibing Guo Xingwei Wang Dacheng Tao CLL 27 3 0 31 Aug 2023
Heterogeneous Continual Learning Divyam Madaan Hongxu Yin Wonmin Byeon Jan Kautz Pavlo Molchanov CLL 29 5 0 14 Jun 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 27 3 0 25 May 2023
Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning Antonio Carta Andrea Cossu Vincenzo Lomonaco D. Bacciu Joost van de Weijer FedML 13 5 0 28 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 38 205 0 27 Mar 2023
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Vincenzo Lomonaco Lorenzo Pellegrini G. Graffieti Davide Maltoni 24 2 0 06 Jan 2023
Practical Recommendations for Replay-based Continual Learning Methods Gabriele Merlin Vincenzo Lomonaco Andrea Cossu Antonio Carta D. Bacciu CLL 11 28 0 19 Mar 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017