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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Saurav Jha Shiqi Yang Masato Ishii Mengjie Zhao Christian Simon Muhammad Jehanzeb Mirza Dong Gong Lina Yao Shusuke Takahashi Yuki Mitsufuji DiffM 147 3 0 01 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 194 2 0 01 Oct 2024
Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations Muhammad Saif Ullah Khan Muhammad Ahmed Ullah Khan Muhammad Zeshan Afzal Didier Stricker CLL 81 1 0 30 Sep 2024
Collaborative Knowledge Distillation via a Learning-by-Education Node Community Anestis Kaimakamidis Ioannis Mademlis Ioannis Pitas 69 1 0 30 Sep 2024
PerCo (SD): Open Perceptual Compression Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller 71 5 0 30 Sep 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 74 4 0 27 Sep 2024
How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models Tomaso Trinci Simone Magistri Roberto Verdecchia Andrew D. Bagdanov CLL 58 0 0 27 Sep 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning Grzegorz Rype'sć Sebastian Cygert Tomasz Trzciñski Bartłomiej Twardowski 99 4 0 26 Sep 2024
Continual learning with task specialist Indu Solomon Aye Phyu Phyu Aung Uttam Kumar Senthilnath Jayavelu VLM CLL 68 0 0 26 Sep 2024
Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Francesco Mori Stefano Sarao Mannelli Francesca Mignacco 181 4 0 26 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 94 0 0 24 Sep 2024
Tiny Robotics Dataset and Benchmark for Continual Object Detection Francesco Pasti Riccardo De Monte Davide Dalle Pezze Gian Antonio Susto Nicola Bellotto 114 1 0 24 Sep 2024
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning Jiashuo Li Shaokun Wang Bo Qian Yuhang He Xing Wei Qiang Wang Yihong Gong CLL 118 2 0 23 Sep 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 46 0 0 21 Sep 2024
Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 79 4 0 20 Sep 2024
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning Zhongren Yao Xiaobin Chang 56 0 0 20 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 106 59 0 18 Sep 2024
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning Ye Wang Yaxiong Wang Guoshuai Zhao Xueming Qian CLL 90 1 0 18 Sep 2024
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data Cuiwei Liu Siang Xu Huaijun Qiu Jing Zhang Zhi Liu Liang Zhao CLL 84 0 0 18 Sep 2024
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning Yi Yang Lei Zhong Huiping Zhuang 3DPC CLL 93 0 0 18 Sep 2024
Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation Kotaro Nagata Hiromu Ono Kazuhiro Hotta CLL 39 0 0 17 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 78 1 0 17 Sep 2024
MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Hwihun Jeong S. Chun Jongho Lee 68 2 0 16 Sep 2024
Anytime Continual Learning for Open Vocabulary Classification Zhen Zhu Yiming Gong Derek Hoiem VLM 54 2 0 13 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 90 2 0 12 Sep 2024
Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning Zhi-Hong Qi Da-Wei Zhou Yiran Yao Han-Jia Ye De-Chuan Zhan CLL 106 5 0 11 Sep 2024
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue Jun Wang Huiping Zhuang Haizhou Li 80 1 0 11 Sep 2024
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption Marcus Rüb Philipp Tuchel Patrick Selle Daniel Mueller-Gritschneder 91 5 0 11 Sep 2024
Continual Domain Incremental Learning for Privacy-aware Digital Pathology Pratibha Kumari Daniel Reisenbuchler Lucas Luttner N. Schaadt Friedrich Feuerhake Dorit Merhof OOD 62 5 0 10 Sep 2024
Joint Input and Output Coordination for Class-Incremental Learning Shuai Wang Yibing Zhan Yong Luo Han Hu Wei Yu Yonggang Wen Dacheng Tao CLL 79 2 0 09 Sep 2024
Replay Consolidation with Label Propagation for Continual Object Detection Riccardo De Monte Davide Dalle Pezze Marina Ceccon Francesco Pasti Francesco Paissan Elisabetta Farella Gian Antonio Susto Nicola Bellotto 139 2 0 09 Sep 2024
Latent Distillation for Continual Object Detection at the Edge Francesco Pasti Marina Ceccon Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto Nicola Bellotto 76 4 0 03 Sep 2024
Buffer-based Gradient Projection for Continual Federated Learning Shenghong Dai Jy-yong Sohn Yicong Chen S. Alam Ravikumar Balakrishnan Suman Banerjee N. Himayat Kangwook Lee FedML 97 2 0 03 Sep 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 82 1 0 02 Sep 2024
Incremental Open-set Domain Adaptation Sayan Rakshit Hmrishav Bandyopadhyay Nibaran Das Biplab Banerjee CLL 66 1 0 31 Aug 2024
Anno-incomplete Multi-dataset Detection Yiran Xu Haoxiang Zhong Kai Wu Jialin Li Yong Liu Chengjie Wang Shu-Tao Xia Hongen Liao ObjD 73 0 0 29 Aug 2024
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation Junbao Zhou Jilin Mei Pengze Wu Liang Chen Fangzhou Zhao Xijun Zhao Yu Hu 3DPC 76 0 0 28 Aug 2024
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Lei Liu Li Liu Yawen Cui CLL 57 0 0 27 Aug 2024
Rebalancing Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Junzhou Xie Yixi Shen Fuyuan Hu Guangcan Liu CLL 63 0 0 22 Aug 2024
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering Yuliang Cai Mohammad Rostami CLL VLM MLLM 123 4 0 21 Aug 2024
Continual Gesture Learning without Data via Synthetic Feature Sampling Zhenyu Lu Hao Tang SLR 54 0 0 21 Aug 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 113 1 0 19 Aug 2024
Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype Yadong Lu Shitian Zhao Boxiang Yun Dongsheng Jiang Yin Li Qingli Li Yan Wang VLM CLL 51 1 0 19 Aug 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation Yujie Feng Xu Chu Yongxin Xu Guangyuan Shi Bo Liu Xiao-Ming Wu MoMe CLL 83 9 0 19 Aug 2024
Continual Dialogue State Tracking via Reason-of-Select Distillation Yujie Feng Bo Liu Xiaoyu Dong Zexin Lu Li-Ming Zhan Xiao-Ming Wu Albert Y. S. Lam CLL LRM 120 6 0 19 Aug 2024
Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion Achref Jaziri Etienne Kunzel Visvanathan Ramesh CLL 104 0 0 19 Aug 2024
E-CGL: An Efficient Continual Graph Learner Jianhao Guo Zixuan Ni Yun Zhu Siliang Tang CLL 96 0 0 18 Aug 2024
TACOS: Task Agnostic Continual Learning in Spiking Neural Networks Nicholas Soures Peter Helfer Anurag Daram Tej Pandit Dhireesha Kudithipudi CLL 46 9 0 16 Aug 2024
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training Gengwei Zhang Liyuan Wang Guoliang Kang Ling Chen Yunchao Wei VLM CLL 68 7 0 15 Aug 2024
Continual Learning of Nonlinear Independent Representations Boyang Sun Ignavier Ng Guangyi Chen Yifan Shen Qirong Ho Kun Zhang OOD CML 96 0 0 11 Aug 2024