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Gradient Episodic Memory for Continual Learning

26 June 2017

Papers citing "Gradient Episodic Memory for Continual Learning"

50 / 1,594 papers shown

Title
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 83 5 0 01 Jul 2025
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations Dongkyu Cho Rumi Chunara 28 0 0 01 Jul 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 88 1 0 01 Jul 2025
Continual Learning with Columnar Spiking Neural Networks D. Larionov Nikolay Bazenkov Mikhail Kiselev 12 0 0 20 Jun 2025
The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units Oswaldo Ludwig 15 0 0 19 Jun 2025
Weight Factorization and Centralization for Continual Learning in Speech Recognition Enes Yavuz Ugan Ngoc-Quan Pham Alexander Waibel CLL MoMe 23 0 0 19 Jun 2025
Task-Agnostic Experts Composition for Continual Learning Luigi Quarantiello Andrea Cossu Vincenzo Lomonaco CLL MoMe 18 0 0 18 Jun 2025
Knowledge Adaptation as Posterior Correction Mohammad Emtiyaz Khan 20 0 0 17 Jun 2025
Don't Make It Up: Preserving Ignorance Awareness in LLM Fine-Tuning William F. Shen Xinchi Qiu Nicola Cancedda Nicholas D. Lane CLL 16 0 0 17 Jun 2025
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models Zhiyi Shi Binjie Wang Chongjie Si Yichen Wu Junsik Kim Hanspeter Pfister KELM VLM 23 0 0 16 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 24 0 0 16 Jun 2025
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity Zhiyuan Su Sunhao Dai Xiao Zhang 18 0 0 14 Jun 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 44 0 0 13 Jun 2025
Continual Hyperbolic Learning of Instances and Classes M. Ayoughi Mina Ghadimi Atigh Mohammad Mahdi Derakhshani Cees G. M. Snoek Pascal Mettes Paul T. Groth CLL 127 0 0 12 Jun 2025
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation Guyang Zhang Waleed Abdulla CLL 124 0 0 12 Jun 2025
Auto-Compressing Networks Vaggelis Dorovatas Georgios Paraskevopoulos Alexandros Potamianos 66 0 0 11 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 30 0 0 09 Jun 2025
CARoL: Context-aware Adaptation for Robot Learning Zechen Hu Tong Xu Xuesu Xiao Xuan Wang 22 0 0 08 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 39 0 0 06 Jun 2025
Replay Can Provably Increase Forgetting Yasaman Mahdaviyeh James Lucas Mengye Ren A. Tolias R. Zemel T. Pitassi KELM CLL 82 0 0 04 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 32 0 0 03 Jun 2025
Continual Speech Learning with Fused Speech Features Guitao Wang Jinming Zhao Hao Yang Guilin Qi Tongtong Wu Gholamreza Haffari CLL 73 0 0 02 Jun 2025
Class Incremental Learning for Algorithm Selection Mate Botond Nemeth Emma Hart Kevin Sim Quentin Renau CLL 47 0 0 02 Jun 2025
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection Huahui Yi Wei Xu Ziyuan Qin Xi Chen Xiaohu Wu Kang Li Qicheng Lao VLM 29 0 0 31 May 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 37 0 0 31 May 2025
Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data Yang Sui Qi Xu Y. Bai Annie Qu 49 2 0 30 May 2025
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Shelly Bensal Umar Jamil Christopher Bryant M. Russak Kiran Kamble Dmytro Mozolevskyi Muayad Ali Waseem Alshikh LLMAG ReLM LRM 23 0 0 30 May 2025
Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective Junze Deng Qinhang Wu Peizhong Ju Sen Lin Yingbin Liang Ness B. Shroff CLL 20 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 20 1 0 30 May 2025
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards Zafir Stojanovski Oliver Stanley Joe Sharratt Richard Jones Abdulhakeem Adefioye Jean Kaddour Andreas Kopf OffRL LRM 59 1 0 30 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning Mao-Lin Luo Zi-Hao Zhou Tong Wei Min-Ling Zhang VLM 51 0 0 29 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu Xinyu Zhang Kristen Moore Jason Xue Lina Yao Anton van den Hengel Dong Gong CLL VLM 65 0 0 27 May 2025
What is the role of memorization in Continual Learning? Jędrzej Kozal Jan Wasilewski Alif Ashrafee Bartosz Krawczyk Michał Woźniak 47 0 0 23 May 2025
Improving Generalization in Heterogeneous Federated Continual Learning via Spatio-Temporal Gradient Matching with Prototypical Coreset Minh-Duong Nguyen Le-Tuan Nguyen Quoc-Viet Pham CLL 15 0 0 22 May 2025
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning Zhehao Huang Xinwen Cheng Jing Zhang Jinghao Zheng Haoran Wang Zhengbao He Tao Li Xiaolin Huang CLL 85 1 0 21 May 2025
Toward Embodied AGI: A Review of Embodied AI and the Road Ahead Yequan Wang Aixin Sun LM&Ro AI4CE 127 1 0 20 May 2025
How can Diffusion Models Evolve into Continual Generators? Jingren Liu Zhong Ji Xiangyu Chen DiffM 60 0 0 17 May 2025
Continuous Subspace Optimization for Continual Learning Quan Cheng Yuanyu Wan Lingyu Wu Chenping Hou Lijun Zhang CLL 75 0 0 17 May 2025
Privacy-Aware Lifelong Learning Ozan Özdenizci Elmar Rueckert Robert Legenstein CLL MU KELM 106 1 0 16 May 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging Xianrui Li Yufei Cui Jun Li Antoni B. Chan CLL VLM 92 0 0 15 May 2025
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback Yutao Yang Jie Zhou Junsong Li Qianjun Pan Bihao Zhan Qin Chen Xipeng Qiu Liang He CLL 53 0 0 15 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 94 0 0 15 May 2025
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis Pratibha Kumari Daniel Reisenbuchler Afshin Bozorgpour N. Schaadt Friedrich Feuerhake Dorit Merhof CLL MedIm 63 0 0 13 May 2025
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition B. Kann Sandra Castellanos-Paez Romain Rombourg P. Lalanda CLL VLM 25 0 0 10 May 2025
Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Quynh Nguyen Phuong Vu Luciano S. Martinez-Rau Yuxuan Zhang Nho-Duc Tran Bengt Oelmann Michele Magno Sebastian Bader CLL 66 0 0 05 May 2025
Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Vishal Gandhi Sagar Gandhi VLM 112 0 0 02 May 2025
Inclusive Training Separation and Implicit Knowledge Interaction for Balanced Online Class-Incremental Learning Shunjie Wen Thomas Heinis Dong-Wan Choi CLL 91 0 0 29 Apr 2025
Mathematics of Continual Learning Liangzu Peng René Vidal CLL 114 0 0 24 Apr 2025
Noise-Tolerant Coreset-Based Class Incremental Continual Learning Edison Mucllari Aswin Raghavan Z. Daniels CLL NoLa 428 0 0 23 Apr 2025
SPECI: Skill Prompts based Hierarchical Continual Imitation Learning for Robot Manipulation Jingkai Xu Xiangli Nie 71 0 0 22 Apr 2025