DER: Dynamically Expandable Representation for Class Incremental Learning

Computer Vision and Pattern Recognition (CVPR), 2021

31 March 2021

Papers citing "DER: Dynamically Expandable Representation for Class Incremental Learning"

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Title
CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial NetworksInternational Conference on Pattern Recognition (ICPR), 2024 Munsif Ali L. Rossi Massimo Bertozzi GAN CLL 204 2 0 17 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2024 Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 403 9 0 01 Oct 2024
Semantic Model Component Implementation for Model-driven Semantic Communications Haotai Liang Mengran Shi Chen Dong Xiaodong Xu Long Liu Hao Chen 98 0 0 27 Sep 2024
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental LearningChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024 Zhongren Yao Xiaobin Chang 159 0 0 20 Sep 2024
Few-Shot Class-Incremental Learning with Non-IID Decentralized DataIEEE Internet of Things Journal (IEEE IoT J.), 2024 Cuiwei Liu Siang Xu Huaijun Qiu Jing Zhang Zhi Liu Liang Zhao CLL 177 3 0 18 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 284 6 0 17 Sep 2024
Anytime Continual Learning for Open Vocabulary ClassificationEuropean Conference on Computer Vision (ECCV), 2024 Zhen Zhu Yiming Gong Derek Hoiem VLM 210 8 0 13 Sep 2024
Adaptive Adapter Routing for Long-Tailed Class-Incremental LearningMachine-mediated learning (ML), 2024 Zhi-Hong Qi Da-Wei Zhou Yiran Yao Han-Jia Ye De-Chuan Zhan CLL 258 7 0 11 Sep 2024
Joint Input and Output Coordination for Class-Incremental LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Shuai Wang Yibing Zhan Yong Luo Han Hu Wei Yu Yonggang Wen Dacheng Tao CLL 219 3 0 09 Sep 2024
Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning Jiaming Liu Hongyuan Liu Zhili Qin Wei Han Yulu Fan Qinli Yang Junming Shao CLL 247 1 0 19 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 301 2 0 06 Aug 2024
Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding ConfusionIEEE transactions on multimedia (IEEE TMM), 2024 Shaoxu Cheng Kanglei Geng Chiyuan He Zihuan Qiu Linfeng Xu Heqian Qiu Lanxiao Wang Qingbo Wu Fanman Meng Hongliang Li CLL 208 1 0 04 Aug 2024
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic SegmentationExpert systems with applications (ESWA), 2024 Yuanzhi Su Siyuan Chen Yuan-Gen Wang CLL 389 9 0 02 Aug 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Lu Yu Hesong Li Ying Fu Joost van de Weijer Bartłomiej Twardowski Joost van de Weijer Changsheng Xu CLL 322 2 0 02 Aug 2024
Dynamic Object Queries for Transformer-based Incremental Object Detection Jichuan Zhang Wei Li Shuang Cheng Yali Li Shengjin Wang 203 6 0 31 Jul 2024
Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography Kit M. Bransby Woo-Jin Cho Kim Jorge Oliveira Alex Thorley A. Beqiri Alberto Gómez A. Chartsias OOD 203 0 0 31 Jul 2024
Strike a Balance in Continual Panoptic Segmentation Jinpeng Chen Runmin Cong Yuxuan Luo H. Ip Sam Kwong 263 10 0 23 Jul 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 245 7 0 22 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 206 1 0 20 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 298 39 0 19 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 247 11 0 19 Jul 2024
Addressing Imbalance for Class Incremental Learning in Medical Image Classification Xuze Hao Wenqian Ni Xuhao Jiang Weimin Tan Bo Yan CLL 164 3 0 18 Jul 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 266 0 0 17 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 290 11 0 16 Jul 2024
SwitchCIT: Switching for Continual Instruction Tuning of Large Language Models Xinbo Wu Max Hartman Vidhata Arjun Jayaraman Lav Varshney CLL LRM 270 1 0 16 Jul 2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Yihong Gong CLL 261 27 0 14 Jul 2024
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer Yaoyao Liu Artur Jesslen Noor Ahmed Prakhar Kaushik Angtian Wang Yaoyao Liu Adam Kortylewski Eddy Ilg CLL AI4CE 204 2 0 12 Jul 2024
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal Xinyu Zhu Zhiguo Jiang Kun-Hsuan Wu Jun Shi Yushan Zheng CLL 275 5 0 11 Jul 2024
FYI: Flip Your Images for Dataset Distillation Byunggwan Son Youngmin Oh Donghyeon Baek Bumsub Ham DD 353 3 0 11 Jul 2024
Rethinking Few-shot Class-incremental Learning: Learning from Yourself Yu-Ming Tang Yi-Xing Peng Jingke Meng Wei-Shi Zheng CLL 222 15 0 10 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 192 43 0 08 Jul 2024
OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning Wenjun Miao Guansong Pang Trong-Tung Nguyen Ruohang Fang Jin Zheng Xiao Bai OODD 361 7 0 08 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Jianlong Wu Yue Yu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 430 9 0 08 Jul 2024
Embracing Massive Medical Data Yu-Cheng Chou Zongwei Zhou Alan Yuille CLL OOD 161 9 0 05 Jul 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Yongjie Si Yanxiong Li Jialong Li Jiaxin Tan Qianhua He 255 3 0 12 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 230 7 0 09 Jun 2024
IOR: Inversed Objects Replay for Incremental Object DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Zijia An Boyu Diao Libo Huang Ruiqi Liu Zhulin An Yongjun Xu 357 0 0 07 Jun 2024
Step Out and Seek Around: On Warm-Start Training with Incremental Data Maying Shen Hongxu Yin Pavlo Molchanov Lei Mao Jose M. Alvarez CLL 266 2 0 06 Jun 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 288 3 0 30 May 2024
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning Hikmat Khan Ghulam Rasool N. Bouaynaya AAML 210 1 0 20 May 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 218 1 0 20 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 253 3 0 14 May 2024
Continual Learning in the Presence of Repetition Hamed Hemati Lorenzo Pellegrini Xiaotian Duan Zixuan Zhao Fangfang Xia ... Shiji Zhao Shao-Yuan Li Sheng-Jun Huang Vincenzo Lomonaco Gido M. van de Ven CLL 240 6 0 07 May 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma Shihong Deng Yaowei Wang 198 5 0 28 Apr 2024
OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images Ye Mao Junpeng Jing K. Mikolajczyk VLM 135 0 0 25 Apr 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 235 15 0 23 Apr 2024
DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images Mohammad Areeb Qazi Ibrahim Almakky Anees Ur Rehman Hashmi Santosh Sanjeev Mohammad Yaqub MoMe 224 7 0 22 Apr 2024
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning Songlin Dong Yingjie Chen Yuhang He Yuhan Jin Alex C. Kot Yihong Gong CLL 211 1 0 21 Apr 2024
Toward industrial use of continual learning : new metrics proposal for class incremental learningIEEE International Joint Conference on Neural Network (IJCNN), 2023 Mohamed Abbas Konaté A. Yao Thierry Chateau P. Bouges CLL 132 0 0 10 Apr 2024
Continual Learning with Weight Interpolation Jkedrzej Kozal Jan Wasilewski Bartosz Krawczyk Michal Wo'zniak CLL MoMe 421 9 0 05 Apr 2024

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DER: Dynamically Expandable Representation for Class Incremental Learning

Papers citing "DER: Dynamically Expandable Representation for Class Incremental Learning"