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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 85 1 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 86 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 145 3 0 02 Aug 2024
The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models Simone Caldarella Massimiliano Mancini Elisa Ricci Rahaf Aljundi PILM 74 2 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 97 1 0 02 Aug 2024
Dynamic Object Queries for Transformer-based Incremental Object Detection Jichuan Zhang Wei Li Shuang Cheng Yali Li Shengjin Wang 78 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 93 0 0 31 Jul 2024
PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning Min Jae Jung Romain Rouvoy KELM MoE CLL 83 4 0 31 Jul 2024
Conditioned Prompt-Optimization for Continual Deepfake Detection Francesco Laiti Benedetta Liberatori Thomas De Min Elisa Ricci 108 3 0 31 Jul 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 53 0 0 31 Jul 2024
VIPeR: Visual Incremental Place Recognition with Adaptive Mining and Continual Learning Yuhao Zhang Zhengxuan Wu Xingrui Yang Weicai Ye Yian Zhang Bonan Min Weichen Dai Zhiheng Huang 79 2 0 31 Jul 2024
An Effective Dynamic Gradient Calibration Method for Continual Learning Weichen Lin Jiaxiang Chen Ru Huang Huihua Ding CLL 99 0 0 30 Jul 2024
PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning M. A. Ma'sum Mahardhika Pratama Savitha Ramasamy Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 87 2 0 30 Jul 2024
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen Senmiao Wang Zhihang Lin Zhihang Lin Yushun Zhang Tian Ding Ruoyu Sun Ruoyu Sun CLL 177 5 0 30 Jul 2024
FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jinhui Pang Changqing Lin Xiaoshuai Hao Rong Yin Zixuan Wang Zhihui Zhang Jinglin He Huang Tai Sheng 80 4 0 28 Jul 2024
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks Jiaxing Miao Liang Hu Qi Zhang LongBing Cao CLL 99 0 0 27 Jul 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery Fernando Julio Cendra Bingchen Zhao Kai Han VLM CLL 102 6 0 26 Jul 2024
Constructing Enhanced Mutual Information for Online Class-Incremental Learning Huan Zhang Fan Lyu Shenghua Fan Yujin Zheng Dingwen Wang CLL 65 1 0 26 Jul 2024
Inference Load-Aware Orchestration for Hierarchical Federated Learning Anna Lackinger P. Frangoudis Ivan vCilić Alireza Furutanpey Ilir Murturi Ivana Podnar vZarko Schahram Dustdar FedML 88 5 0 23 Jul 2024
Strike a Balance in Continual Panoptic Segmentation Jinpeng Chen Runmin Cong Yuxuan Luo H. Ip Sam Kwong 108 4 0 23 Jul 2024
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning Emanuele Frascaroli Aniello Panariello Pietro Buzzega Lorenzo Bonicelli Angelo Porrello Simone Calderara VLM CLL 78 6 0 22 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 88 3 0 22 Jul 2024
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Yu Feng Zhen Tian Zhonghong Ou Zongfu Han Haoran Luo Guangwei Zhang Meina Song CLL VLM 63 8 0 22 Jul 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jiajun Hu Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 69 6 0 21 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu Thanh Vinh Vo Haozhe Ma Tze-Yun Leong 54 1 0 20 Jul 2024
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL 61 0 0 19 Jul 2024
Continual Panoptic Perception: Towards Multi-modal Incremental Interpretation of Remote Sensing Images Bo Yuan Danpei Zhao Zhuoran Liu Wentao Li Tian Li CLL VLM 87 2 0 19 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 115 18 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 87 4 0 19 Jul 2024
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Qian Liang Yan Chen Yang Hu CLL 95 2 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 62 0 0 18 Jul 2024
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration Tianyu Wang Sheng Li Bingyao Li Yuezhen Dai Ao Li Geng Yuan Yufei Ding Youtao Zhang Xulong Tang 98 0 0 18 Jul 2024
Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning Qifan Zhang Yunhui Guo Yu Xiang CLL VLM 168 0 0 18 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation Kien X. Nguyen Fengchun Qiao Xi Peng TTA CLL VLM 71 1 0 17 Jul 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Erum Mushtaq D. Yaldiz Yavuz Faruk Bakman Jie Ding Chenyang Tao Dimitrios Dimitriadis A. Avestimehr CLL 85 1 0 16 Jul 2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Qijie Mo Yipeng Gao Shenghao Fu Junkai Yan Ancong Wu Wei-Shi Zheng CLL 93 7 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 116 19 0 14 Jul 2024
Advancing Continual Learning for Robust Deepfake Audio Classification Feiyi Dong Qingchen Tang Yichen Bai Zihan Wang 69 3 0 14 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 99 5 0 13 Jul 2024
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator Thinh Nguyen Khoa D. Doan Binh T. Nguyen Danh Le-Phuoc Kok-Seng Wong FedML 75 0 0 13 Jul 2024
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer Yaoyao Liu Artur Jesslen Noor Ahmed Prakhar Kaushik Angtian Wang Alan Yuille Adam Kortylewski Eddy Ilg CLL AI4CE 81 1 0 12 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 75 3 0 12 Jul 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 103 0 0 12 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation Alex Gomez-Villa Dipam Goswami Kai Wang Andrew D. Bagdanov Bartlomiej Twardowski Joost van de Weijer CLL SSL 74 11 0 11 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 75 1 0 11 Jul 2024
Adaptive Deep Iris Feature Extractor at Arbitrary Resolutions Yuho Shoji Yuka Ogino Takahiro Toizumi Atsushi Ito CVBM 55 0 0 11 Jul 2024
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal Xinyu Zhu Zhiguo Jiang Kun-Hsuan Wu Jun Shi Yushan Zheng CLL 99 4 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 96 6 0 10 Jul 2024
Certified Continual Learning for Neural Network Regression Long H. Pham Jun Sun 119 2 0 09 Jul 2024