ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2203.10317
  4. Cited By
Practical Recommendations for Replay-based Continual Learning Methods

Practical Recommendations for Replay-based Continual Learning Methods

19 March 2022
Gabriele Merlin
Vincenzo Lomonaco
Andrea Cossu
Antonio Carta
D. Bacciu
    CLL
ArXiv (abs)PDFHTML

Papers citing "Practical Recommendations for Replay-based Continual Learning Methods"

12 / 12 papers shown
SeQuiFi: Mitigating Catastrophic Forgetting in Speech Emotion
  Recognition with Sequential Class-Finetuning
SeQuiFi: Mitigating Catastrophic Forgetting in Speech Emotion Recognition with Sequential Class-Finetuning
Sarthak Jain
Orchid Chetia Phukan
Swarup Ranjan Behera
Arun Balaji Buduru
Rajesh Sharma
CLL
156
0
0
16 Oct 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for
  Pixel-Level Anomaly Detection in Continual Learning
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning
Nikola Bugarin
Jovana Bugaric
Manuel Barusco
Davide Dalle Pezze
Gian Antonio Susto
274
8
0
19 Mar 2024
Adaptive Hyperparameter Optimization for Continual Learning Scenarios
Adaptive Hyperparameter Optimization for Continual Learning Scenarios
Rudy Semola
J. Hurtado
Vincenzo Lomonaco
Davide Bacciu
255
6
0
09 Mar 2024
One Step Learning, One Step Review
One Step Learning, One Step Review
Xiaolong Huang
Qiankun Li
Xueran Li
Xuesong Gao
261
2
0
19 Jan 2024
Design Principles for Lifelong Learning AI Accelerators
Design Principles for Lifelong Learning AI AcceleratorsNature Electronics (Nat. Electron.), 2023
Dhireesha Kudithipudi
Anurag Daram
Abdullah M. Zyarah
Fatima Tuz Zohora
J. Aimone
...
Emre Neftci
M. Mattina
Vincenzo Lomonaco
Clare D. Thiem
Benjamin Epstein
271
20
0
05 Oct 2023
Exploring Data Redundancy in Real-world Image Classification through
  Data Selection
Exploring Data Redundancy in Real-world Image Classification through Data Selection
Zhenyu Tang
Shaoting Zhang
Xiaosong Wang
153
3
0
25 Jun 2023
Just a Glimpse: Rethinking Temporal Information for Video Continual
  Learning
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning
Lama Alssum
Juan Carlos León Alcázar
Merey Ramazanova
Chen Zhao
Guohao Li
CLL
237
12
0
28 May 2023
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for
  Continual Learning
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning
Vincenzo Lomonaco
Lorenzo Pellegrini
G. Graffieti
Davide Maltoni
219
2
0
06 Jan 2023
Continual Learning Approaches for Anomaly Detection
Continual Learning Approaches for Anomaly DetectionEvolutionary Systematics (ES), 2022
Davide Dalle Pezze
Eugenia Anello
Chiara Masiero
Gian Antonio Susto
165
9
0
21 Dec 2022
Progressive Latent Replay for efficient Generative Rehearsal
Progressive Latent Replay for efficient Generative RehearsalInternational Conference on Neural Information Processing (ICONIP), 2022
Stanislaw Pawlak
Filip Szatkowski
Michal Bortkiewicz
Jan Dubiñski
Tomasz Trzciñski
216
3
0
04 Jul 2022
Memory Population in Continual Learning via Outlier Elimination
Memory Population in Continual Learning via Outlier Elimination
J. Hurtado
Alain Raymond-Sáez
Vladimir Araujo
Vincenzo Lomonaco
Alvaro Soto
D. Bacciu
383
11
0
04 Jul 2022
Continual Pre-Training Mitigates Forgetting in Language and Vision
Continual Pre-Training Mitigates Forgetting in Language and VisionNeural Networks (NN), 2022
Andrea Cossu
Tinne Tuytelaars
Antonio Carta
Lucia C. Passaro
Vincenzo Lomonaco
D. Bacciu
KELMVLMCLL
221
92
0
19 May 2022
1