Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,211 papers shown

Title
Tiny Robotics Dataset and Benchmark for Continual Object Detection Francesco Pasti Riccardo De Monte Davide Dalle Pezze Gian Antonio Susto Nicola Bellotto 36 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 80 1 0 23 Sep 2024
Drift to Remember Jin Du X. Zhang Hao Shen Xun Xian Ganghua Wang Jiawei Zhang Yuhong Yang Na Li Jia Liu Jie Ding CLL 16 0 0 21 Sep 2024
Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 23 3 0 20 Sep 2024
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning Zhongren Yao Xiaobin Chang 23 0 0 20 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 23 56 0 18 Sep 2024
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning Ye Wang Yaxiong Wang Guoshuai Zhao Xueming Qian CLL 31 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 32 0 0 18 Sep 2024
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning Yi Yang Lei Zhong Huiping Zhuang 3DPC CLL 34 0 0 18 Sep 2024
Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation Kotaro Nagata Hiromu Ono Kazuhiro Hotta CLL 14 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 26 1 0 17 Sep 2024
MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Hwihun Jeong S. Chun Jongho Lee 36 2 0 16 Sep 2024
Anytime Continual Learning for Open Vocabulary Classification Zhen Zhu Yiming Gong Derek Hoiem VLM 37 1 0 13 Sep 2024
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Haolin Jin Weitong Chen Luping Zhou CLL 37 1 0 13 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 36 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 42 5 0 11 Sep 2024
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue J. Wang Huiping Zhuang Haizhou Li 22 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 Axel Sikora Daniel Mueller-Gritschneder 16 3 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 27 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 35 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 32 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 30 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 75 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 34 1 0 02 Sep 2024
Incremental Open-set Domain Adaptation Sayan Rakshit Hmrishav Bandyopadhyay Nibaran Das Biplab Banerjee CLL 24 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 42 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 31 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 27 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 20 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 35 2 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 46 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 21 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 32 7 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 42 5 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 47 0 0 19 Aug 2024
E-CGL: An Efficient Continual Graph Learner Jianhao Guo Zixuan Ni Yun Zhu Siliang Tang CLL 29 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 22 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 37 2 0 15 Aug 2024
Continual Learning of Nonlinear Independent Representations Boyang Sun Ignavier Ng Guangyi Chen Yifan Shen Qirong Ho Kun Zhang OOD CML 45 0 0 11 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 31 0 0 08 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 41 0 0 06 Aug 2024
Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion Shaoxu Cheng Kanglei Geng Chiyuan He Zihuan Qiu Linfeng Xu Heqian Qiu Lanxiao Wang Qingbo Wu Fanman Meng Hongliang Li CLL 24 0 0 04 Aug 2024
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation Yuanzhi Su Siyuan Chen Yuan-Gen Wang CLL 34 2 0 02 Aug 2024
The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models Simone Caldarella Massimiliano Mancini Elisa Ricci Rahaf Aljundi PILM 37 1 0 02 Aug 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Lu Yu Hesong Li Ying Fu J. Weijer Changsheng Xu CLL 47 1 0 02 Aug 2024
Dynamic Object Queries for Transformer-based Incremental Object Detection Jichuan Zhang Wei Li Shuang Cheng Yali Li Shengjin Wang 36 0 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 16 0 0 31 Jul 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 44 2 0 31 Jul 2024
Conditioned Prompt-Optimization for Continual Deepfake Detection Francesco Laiti Benedetta Liberatori Thomas De Min Elisa Ricci 40 3 0 31 Jul 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 26 0 0 31 Jul 2024