BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning

BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning

International Conference on Machine Learning (ICML), 2023

8 May 2023

Kishaan Jeeveswaran

Prashant Shivaram Bhat

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"

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Title
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning Wei Li Hangjie Yuan Zixiang Zhao Yifan Zhu Aojun Lu Tao Feng Yanan Sun 116 1 0 26 Aug 2025
ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP Zhiyuan Wang Bokui Chen VLM LRM 149 0 0 24 Jun 2025
Ken Utilization Layer: Hebbian Replay Within a Student's Ken for Adaptive Exercise Recommendation Grey Kuling Marinka Zitnik AI4Ed CLL 284 0 0 18 Jun 2025
CL-BioGAN: Biologically-Inspired Cross-Domain Continual Learning for Hyperspectral Anomaly DetectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Jianing Wang Zheng Hua Wan Zhang Shengjia Hao Yuqiong Yao Maoguo Gong BDL CLL 179 4 0 17 May 2025
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Jinmei Liu Wenbin Li Xiangyu Yue Shilin Zhang Chunlin Chen Zhi Wang OffRL DiffM 226 6 0 16 Apr 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 137 31 0 29 Mar 2024
Consistent Prompting for Rehearsal-Free Continual LearningComputer Vision and Pattern Recognition (CVPR), 2024 Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 203 46 0 13 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 214 88 0 08 Mar 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 147 3 0 26 Feb 2024
Class Incremental Learning via Likelihood Ratio Based Task PredictionInternational Conference on Learning Representations (ICLR), 2023 Haowei Lin Yijia Shao W. Qian Ningxin Pan Yiduo Guo Bing-Quan Liu CLL 404 18 0 26 Sep 2023