An Investigation of Replay-based Approaches for Continual Learning

15 August 2021

Papers citing "An Investigation of Replay-based Approaches for Continual Learning"

18 / 18 papers shown

Title
Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation Md. Naimur Asif Borno Md Sakib Hossain Shovon Asmaa Soliman Al-Moisheer Mohammad Ali Moni 24 0 0 11 May 2025
Technical Report for the 5th CLVision Challenge at CVPR: Addressing the Class-Incremental with Repetition using Unlabeled Data -- 4th Place Solution Panagiota Moraiti Efstathios Karypidis 35 0 0 19 Mar 2025
Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision Tasks Jie Jing Qing Lin Shuangpeng Han Lucia Schiatti Yen-Ling Kuo Mengmi Zhang VLM 20 0 0 30 Dec 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation Xiwen Wei Guihong Li R. Marculescu 42 2 0 08 Nov 2024
Replay Consolidation with Label Propagation for Continual Object Detection Riccardo De Monte Davide Dalle Pezze Marina Ceccon Francesco Pasti Francesco Paissan Elisabetta Farella Gian Antonio Susto Nicola Bellotto 32 2 0 09 Sep 2024
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach Pablo García Santaclara Bruno Fernández Castro Rebeca P. Díaz Redondo LMTD 28 0 0 12 Jul 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Malvina Nikandrou Georgios Pantazopoulos Ioannis Konstas Alessandro Suglia 21 0 0 27 Jun 2024
Dataset Condensation with Latent Quantile Matching Wei Wei Tom De Schepper Kevin Mets DD 29 2 0 14 Jun 2024
Informed Spectral Normalized Gaussian Processes for Trajectory Prediction Christian Schlauch Christian Wirth Nadja Klein 25 1 0 18 Mar 2024
Domain Adaptation for Time series Transformers using One-step fine-tuning Subina Khanal Seshu Tirupathi Giulio Zizzo Ambrish Rawat T. Pedersen AI4TS 23 3 0 12 Jan 2024
Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks Daniel Anthes Sushrut Thorat Peter König Tim C Kietzmann CLL 17 0 0 07 Oct 2023
Integrating Curricula with Replays: Its Effects on Continual Learning Ren Jie Tee Mengmi Zhang KELM CLL 22 1 0 08 Jul 2023
Adiabatic replay for continual learning Alexander Krawczyk A. Gepperth 27 2 0 23 Mar 2023
Exploring Example Influence in Continual Learning Q. Sun Fan Lyu Fanhua Shang Wei Feng Liang Wan CLL 58 45 0 25 Sep 2022
Expanding continual few-shot learning benchmarks to include recognition of specific instances Gideon Kowadlo Abdelrahman Ahmed Amir Mayan D. Rawlinson CLL 11 0 0 26 Aug 2022
A Study of Continual Learning Methods for Q-Learning Benedikt Bagus A. Gepperth CLL OffRL 13 4 0 08 Jun 2022
Continual Learning with Foundation Models: An Empirical Study of Latent Replay O. Ostapenko Timothée Lesort P. Rodríguez Md Rifat Arefin Arthur Douillard Irina Rish Laurent Charlin 26 50 0 30 Apr 2022
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 23 113 0 14 Jun 2018