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Overcoming Catastrophic Forgetting by Incremental Moment Matching

24 March 2017

Papers citing "Overcoming Catastrophic Forgetting by Incremental Moment Matching"

50 / 353 papers shown

Title
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration Haoyuan Li Mathias Funk Aaqib Saeed 90 0 0 16 Oct 2025
Deep Generative Continual Learning using Functional LoRA: FunLoRA Victor Enescu Hichem Sahbi 180 0 0 03 Oct 2025
Closing the Oracle Gap: Increment Vector Transformation for Class Incremental Learning Zihuan Qiu Yi Xu Fanman Meng Runtong Zhang Linfeng XU Qingbo Wu Hongliang Li CLL VLM 85 0 0 26 Sep 2025
Null-Space Filtering for Data-Free Continual Model Merging: Preserving Transparency, Promoting Fidelity Zihuan Qiu Lei Wang Yang Cao Runtong Zhang Bing Su Yi Xu Fanman Meng Linfeng XU Qingbo Wu Hongliang Li 65 0 0 25 Sep 2025
COLT: Enhancing Video Large Language Models with Continual Tool Usage Yuyang Liu Xinyuan Shi Xiaondan Liang KELM CLL 193 0 0 23 Sep 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning Yan Wang Da-Wei Zhou Han-Jia Ye CLL MoMe 68 1 0 11 Aug 2025
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning Kaihong Wang Donghyun Kim Margrit Betke 223 0 0 17 Jul 2025
The Bayesian Approach to Continual Learning: An Overview Tameem Adel CLL BDL KELM 228 2 0 11 Jul 2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Chendi Ge Xin Eric Wang Zeyang Zhang Hong Chen Jiapei Fan Longtao Huang Hui Xue Wenwu Zhu MoE CLL 162 5 0 13 Jun 2025
Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare Anum Nawaz Muhammad Irfan Xianjia Yu Zhuo Zou Tomi Westerlund 95 0 0 31 May 2025
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways Kailin Jiang Yuntao Du Yukai Ding Yuchen Ren Ning Jiang Zhi Gao Zilong Zheng Lei Liu Bin Li Qing Li KELM 158 2 0 30 May 2025
Frugal Incremental Generative Modeling using Variational Autoencoders Victor Enescu Hichem Sahbi CLL 185 1 0 28 May 2025
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 280 3 0 17 May 2025
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture Meng Cui Xianghu Yue Xinyuan Qian Jinzheng Zhao Haohe Liu Xubo Liu Daoliang Li Wenwu Wang 299 1 0 21 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 291 4 0 18 Apr 2025
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box ApproachInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Dheeraj Baby Boran Han Shuai Zhang Cuixiong Hu Yuyang Wang Yu Wang OOD 228 1 0 09 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Wei Ji Yue Ding Hongtao Lu CLL MoMe 302 0 0 03 Apr 2025
Continual Learning With Quasi-Newton MethodsIEEE Access (IEEE Access), 2021 Steven Vander Eeckt Hugo Van hamme CLL BDL 233 0 0 25 Mar 2025
Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI SystemsDesign Automation Conference (DAC), 2025 M. Minhas Rachmad Vidya Wicaksana Putra Falah R. Awwad Osman Hasan Mohamed Bennai 217 2 0 21 Mar 2025
Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Zhongyi Zhou Chaomin Shen Pin Yi Minjie Zhu Yaxin Peng 900 0 0 04 Jan 2025
Dealing with Synthetic Data Contamination in Online Continual LearningNeural Information Processing Systems (NeurIPS), 2024 Maorong Wang Nicolas Michel Jiafeng Mao Toshihiko Yamasaki 196 2 0 21 Nov 2024
Vector Quantization Prompting for Continual LearningNeural Information Processing Systems (NeurIPS), 2024 L. Jiao Qiuxia Lai Yu LI Qiang Xu VLM CLL 230 9 0 27 Oct 2024
Continual Learning on a Data Diet Elif Ceren Gok Yildirim Murat Onur Yildirim Joaquin Vanschoren CLL 124 0 0 23 Oct 2024
Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning Jiangtao Kong Jiacheng Shi Ashley Gao Shaohan Hu Wanrong Zhu Huajie Shao VLM DD 221 2 0 20 Oct 2024
Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learning Joanna Sliwa Frank Schneider Nathanael Bosch Agustinus Kristiadi Philipp Hennig BDL CLL 188 2 0 09 Oct 2024
Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective Xueying Bai Yifan Sun Niranjan Balasubramanian CLL 192 1 0 08 Oct 2024
Drift to Remember Jin Du Xinsong Zhang Hao Shen Xun Xian Ganghua Wang Jiawei Zhang Yuhong Yang Na Li Jia Liu Jie Ding CLL 163 0 0 21 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental LearningEuropean Conference on Computer Vision (ECCV), 2024 Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 220 6 0 17 Sep 2024
Distilling Monolingual and Crosslingual Word-in-Context Representations Yuki Arase Tomoyuki Kajiwara 200 0 0 13 Sep 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual LearningEuropean Conference on Computer Vision (ECCV), 2024 Jinglin Liang Jin Zhong Hanlin Gu Zhongqi Lu Xingxing Tang Gang Dai Shuangping Huang Lixin Fan Qiang Yang DiffM 234 18 0 02 Sep 2024
TACOS: Task Agnostic Continual Learning in Spiking Neural Networks Nicholas Soures Peter Helfer Anurag Daram Tej Pandit Dhireesha Kudithipudi CLL 135 10 0 16 Aug 2024
How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Giuseppe Serra Ben Werner Florian Buettner 340 4 0 10 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 295 4 0 09 Jul 2024
EVCL: Elastic Variational Continual Learning with Weight Consolidation Hunar Batra Ronald Clark CLL 161 6 0 23 Jun 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 513 3 0 21 Jun 2024
Predicting the Susceptibility of Examples to Catastrophic Forgetting Guy Hacohen Tinne Tuytelaars 313 3 0 14 Jun 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 215 5 0 04 Jun 2024
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning Naoki Hiratani CLL 271 6 0 30 May 2024
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond Giuseppe Serra Florian Buettner CLL FedML 298 0 0 29 May 2024
Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory Naibo Wang Yuchen Deng Wenjie Feng Yuxiang Cai See-Kiong Ng DiffM FedML 170 2 0 22 May 2024
Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning Haoyue Song Jiacheng Wang Liansheng Wang 135 1 0 17 May 2024
A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks Ashutosh Kumar Sonali Agarwal D. J. Hemanth 192 0 0 11 May 2024
OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images Ye Mao Junpeng Jing K. Mikolajczyk VLM 107 0 0 25 Apr 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Hikmat Khan N. Bouaynaya Ghulam Rasool CLL 225 1 0 22 Apr 2024
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI Jocelyn Dzuong Zhipeng Yin Sribala Vidyadhari Chinta Avash Palikhe Wenbin Zhang 183 9 0 31 Mar 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
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts AdaptersComputer Vision and Pattern Recognition (CVPR), 2024 Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 384 163 0 18 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
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Wanrong Zhu KELM VLM 389 218 0 20 Feb 2024
A novel spatial-frequency domain network for zero-shot incremental learning Jie Ren Yang Zhao Weichuan Zhang Changming Sun CLL 108 1 0 11 Feb 2024