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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
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 74 4 0 29 Apr 2024
HFT: Half Fine-Tuning for Large Language Models Tingfeng Hui Zhenyu Zhang Shuohuan Wang Weiran Xu Yu Sun Hua Wu CLL 101 7 0 29 Apr 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 74 0 0 28 Apr 2024
Beyond Imitation: A Life-long Policy Learning Framework for Path Tracking Control of Autonomous Driving Cheng Gong Chao Lu Zirui Li Zhe Liu Jianwei Gong Xuemei Chen 93 2 0 26 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 156 88 0 25 Apr 2024
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning Yanhui Guo Shaoyuan Xu Jinmiao Fu Jia-Wei Liu Chaosheng Dong Bryan Wang VLM CLL 80 8 0 22 Apr 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Hikmat Khan N. Bouaynaya Ghulam Rasool CLL 91 1 0 22 Apr 2024
Double Mixture: Towards Continual Event Detection from Speech Jingqi Kang Tongtong Wu Jinming Zhao Guitao Wang Yinwei Wei Haomiao Yang Guilin Qi Yuan-Fang Li Gholamreza Haffari 49 0 0 20 Apr 2024
BACS: Background Aware Continual Semantic Segmentation Mostafa ElAraby Ali Harakeh Liam Paull CLL 77 0 0 19 Apr 2024
When Life gives you LLMs, make LLM-ADE: Large Language Models with Adaptive Data Engineering Stephen Choi William Gazeley KELM 46 2 0 19 Apr 2024
FedMeS: Personalized Federated Continual Learning Leveraging Local Memory Jingru Xie Chenqi Zhu Songze Li FedML CLL 96 0 0 19 Apr 2024
Control Theoretic Approach to Fine-Tuning and Transfer Learning Erkan Bayram Shenyu Liu M. Belabbas Tamer Basar 21 0 0 17 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 92 7 0 14 Apr 2024
Calibration of Continual Learning Models Lanpei Li Elia Piccoli Andrea Cossu Davide Bacciu Vincenzo Lomonaco CLL 115 2 0 11 Apr 2024
Realistic Continual Learning Approach using Pre-trained Models Nadia Nasri Carlos Gutiérrez-Álvarez Sergio Lafuente-Arroyo Saturnino Maldonado-Bascón Roberto J. López-Sastre CLL 67 0 0 11 Apr 2024
Toward industrial use of continual learning : new metrics proposal for class incremental learning Mohamed Abbas Konaté A. Yao Thierry Chateau P. Bouges CLL 52 0 0 10 Apr 2024
On the Convergence of Continual Learning with Adaptive Methods Seung Han Yeon-Jae Kim Taehyun Cho Jungwoo Lee CLL 65 4 0 08 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 109 14 0 07 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He Fengqing Zhu 106 4 0 06 Apr 2024
Continual Learning with Weight Interpolation Jkedrzej Kozal Jan Wasilewski Bartosz Krawczyk Michal Wo'zniak CLL MoMe 79 7 0 05 Apr 2024
Continual Learning of Numerous Tasks from Long-tail Distributions Liwei Kang Wee Sun Lee 93 0 0 03 Apr 2024
Lifelong Event Detection with Embedding Space Separation and Compaction Chengwei Qin Ruirui Chen Ruochen Zhao Wenhan Xia Shafiq Joty KELM CLL 92 2 0 03 Apr 2024
Make Continual Learning Stronger via C-Flat Ang Bian Wei Li Hangjie Yuan Chengrong Yu Zixiang Zhao Mang Wang Aojun Lu Tao Feng 77 12 0 01 Apr 2024
Continual Learning for Smart City: A Survey Li Yang Zhipeng Luo Shi-sheng Zhang Fei Teng Tian-Jie Li HAI 98 9 0 01 Apr 2024
Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order Taishi Nakamura Mayank Mishra Simone Tedeschi Yekun Chai Jason T Stillerman ... Virendra Mehta Matthew Blumberg Victor May Huu Nguyen S. Pyysalo LRM 86 8 0 30 Mar 2024
Reusable Architecture Growth for Continual Stereo Matching Chenghao Zhang Gaofeng Meng Bin Fan Kun Tian Zhaoxiang Zhang Shiming Xiang Chunhong Pan 3DV 70 4 0 30 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 69 18 0 29 Mar 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 83 1 0 29 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 152 11 0 28 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 122 2 0 27 Mar 2024
Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach Taro Togo Ren Togo Keisuke Maeda Takahiro Ogawa Miki Haseyama 52 1 0 27 Mar 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 117 11 0 27 Mar 2024
One-Shot Domain Incremental Learning Yasushi Esaki Satoshi Koide Takuro Kutsuna CLL VLM 111 1 0 25 Mar 2024
Enhancing Visual Continual Learning with Language-Guided Supervision Bolin Ni Hongbo Zhao Chenghao Zhang Ke Hu Gaofeng Meng Zhaoxiang Zhang Shiming Xiang CLL VLM 135 4 0 24 Mar 2024
Continual Vision-and-Language Navigation Seongjun Jeong Gi-Cheon Kang Seongho Choi Joochan Kim Byoung-Tak Zhang 95 2 0 22 Mar 2024
Defying Imbalanced Forgetting in Class Incremental Learning Shixiong Xu Gaofeng Meng Xing Nie Bolin Ni Bin Fan Shiming Xiang CLL 75 2 0 22 Mar 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Dinh Q. Phung CLL 112 10 0 21 Mar 2024
A Unified and General Framework for Continual Learning Zhenyi Wang Yan Li Li Shen Heng-Chiao Huang CLL 92 22 0 20 Mar 2024
Self-generated Replay Memories for Continual Neural Machine Translation Michele Resta Davide Bacciu CLL 74 4 0 19 Mar 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 189 87 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 154 0 0 18 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 83 1 0 17 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 74 0 0 16 Mar 2024
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Yukun Li Guansong Pang Wei Suo Chenchen Jing Yuling Xi Lingqiao Liu Hao Chen Guoqiang Liang Peng Wang CLL VLM 81 8 0 15 Mar 2024
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models Yu-Chu Yu Chi-Pin Huang Jr-Jen Chen Kai-Po Chang Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang CLL VLM 97 9 0 14 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 90 11 0 13 Mar 2024
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model Cheng Chen Sitong Su Xu Luo Hengtao Shen Lianli Gao Jingkuan Song CLL 66 19 0 13 Mar 2024
Deep Submodular Peripteral Networks Gantavya Bhatt Arnav M. Das Jeff Bilmes 87 1 0 13 Mar 2024
Self-Regulated Neurogenesis for Online Data-Incremental Learning Murat Onur Yildirim Elif Ceren Gok Yildirim Decebal Constantin Mocanu Joaquin Vanschoren CLL 100 0 0 13 Mar 2024
Continual Learning by Three-Phase Consolidation Davide Maltoni Lorenzo Pellegrini CLL 74 0 0 12 Mar 2024