Is Class-Incremental Enough for Continual Learning?

Is Class-Incremental Enough for Continual Learning?

6 December 2021

Lorenzo Pellegrini

Vincenzo Lomonaco

Papers citing "Is Class-Incremental Enough for Continual Learning?"

16 / 16 papers shown

Title
Incremental Learning with Repetition via Pseudo-Feature Projection Benedikt Tscheschner Eduardo Veas Marc Masana CLL 53 0 0 27 Feb 2025
Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning Khanh Doan Quyen Tran Tung Lam Tran Tuan Nguyen Dinh Q. Phung Trung Le DiffM 35 2 0 10 Dec 2023
Negotiated Representations to Prevent Forgetting in Machine Learning Applications Nuri Korhan Ceren Öner CLL 49 0 0 30 Nov 2023
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning Doyoung Kim Susik Yoon Dongmin Park Youngjun Lee Hwanjun Song Jihwan Bang Jae-Gil Lee VLM 62 3 0 18 Nov 2023
TiC-CLIP: Continual Training of CLIP Models Saurabh Garg Mehrdad Farajtabar Hadi Pouransari Raviteja Vemulapalli Sachin Mehta Oncel Tuzel Vaishaal Shankar Fartash Faghri VLM CLIP 48 27 0 24 Oct 2023
Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting Marcin Pietroñ Dominik Zurek Kamil Faber Roberto Corizzo CLL 37 2 0 14 Aug 2023
Heterogeneous Continual Learning Divyam Madaan Hongxu Yin Wonmin Byeon Jan Kautz Pavlo Molchanov CLL 39 5 0 14 Jun 2023
Continual Learning in Linear Classification on Separable Data Itay Evron E. Moroshko G. Buzaglo M. Khriesh B. Marjieh Nathan Srebro Daniel Soudry CLL 49 14 0 06 Jun 2023
From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Kamil Faber Dominik Zurek Marcin Pietroñ Nathalie Japkowicz Antonio Vergari Roberto Corizzo CLL 39 8 0 16 Mar 2023
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights Kamil Faber Roberto Corizzo B. Sniezynski Nathalie Japkowicz 42 9 0 14 Mar 2023
Continual Learning for Predictive Maintenance: Overview and Challenges J. Hurtado Dario Salvati Rudy Semola Mattia Bosio Vincenzo Lomonaco 34 32 0 29 Jan 2023
Class-Incremental Learning with Repetition Hamed Hemati Andrea Cossu Antonio Carta J. Hurtado Lorenzo Pellegrini D. Bacciu Vincenzo Lomonaco Damian Borth 52 10 0 26 Jan 2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold ... Zifan Xu A. Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha 43 16 0 18 Jan 2023
Online Class-Incremental Learning For Real-World Food Image Classification S. Raghavan Jiangpeng He Fengqing Zhu CLL 68 14 0 12 Jan 2023
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Vincenzo Lomonaco Lorenzo Pellegrini G. Graffieti Davide Maltoni 45 2 0 06 Jan 2023
Continual Developmental Neurosimulation Using Embodied Computational Agents Bradly Alicea Rishabh Chakrabarty Stefan Dvoretskii Akshara Gopi A. Lim Jesse Parent 43 1 0 07 Mar 2021