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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction Xiao Xu Lei Zhang Bailong Liu Zhi Liang Xuefei Zhang AI4TS 64 1 0 12 Oct 2023
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion Preetha Vijayan Prashant Shivaram Bhat Elahe Arani Bahram Zonooz CLL 65 6 0 12 Oct 2023
Continual Learning via Manifold Expansion Replay Zihao Xu Xuan Tang Yufei Shi Jianfeng Zhang Jian Yang Mingsong Chen Xian Wei KELM CLL 28 4 0 12 Oct 2023
Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation Haizhong Zheng Jiachen Sun Shutong Wu B. Kailkhura Zhuoqing Mao Chaowei Xiao Atul Prakash DD 65 2 0 11 Oct 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 69 22 0 10 Oct 2023
Diagnosing Catastrophe: Large parts of accuracy loss in continual learning can be accounted for by readout misalignment Daniel Anthes Sushrut Thorat Peter König Tim C Kietzmann 57 2 0 09 Oct 2023
Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks Daniel Anthes Sushrut Thorat Peter König Tim C Kietzmann CLL 51 0 0 07 Oct 2023
Saliency-Guided Hidden Associative Replay for Continual Learning Guangji Bai Qilong Zhao Xiaoyang Jiang Yifei Zhang Liang Zhao CLL 102 6 0 06 Oct 2023
Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization Zizhao Hu Mohammad Rostami CLL BDL 72 3 0 05 Oct 2023
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Jiawen Xu Claas Grohnfeldt O. Kao BDL CLL 57 2 0 05 Oct 2023
Hadamard Domain Training with Integers for Class Incremental Quantized Learning Martin Schiemer Clemens J. S. Schaefer Jayden Parker Vap Mark Horeni Yu Emma Wang Juan Ye Siddharth Joshi 70 2 0 05 Oct 2023
COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Zhizheng Liu Mattia Segu Fisher Yu 61 4 0 04 Oct 2023
Continual Contrastive Spoken Language Understanding Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna Alessio Brutti Bhiksha Raj CLL 69 1 0 04 Oct 2023
Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes Alloy Das Sanket Biswas Umapada Pal Josep Lladós 87 4 0 01 Oct 2023
HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning Kamil Ksiazek Przemysław Spurek CLL 100 6 0 29 Sep 2023
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 61 1 0 29 Sep 2023
Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Yuan-Ming Li Ling-an Zeng Jing-Ke Meng Wei-Shi Zheng 103 11 0 29 Sep 2023
Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning Wenke Huang J. J. Valero-Mas Dasaem Jeong Bo Du FedML 82 50 0 28 Sep 2023
E2Net: Resource-Efficient Continual Learning with Elastic Expansion Network Ruiqi Liu Boyu Diao Libo Huang Zhulin An Yongjun Xu CLL 103 0 0 28 Sep 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Danpei Zhao Bo Yuan Z. Shi VLM CLL 75 11 0 27 Sep 2023
Memory-Efficient Continual Learning Object Segmentation for Long Video Amir Nazemi Mohammad Javad Shafiee Zahra Gharaee Paul Fieguth VOS CLL 62 0 0 26 Sep 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Yew-Soon Ong CLL 131 0 0 26 Sep 2023
Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning Hoyong Kim M. Kwon Kangil Kim CLL 81 0 0 26 Sep 2023
ConPET: Continual Parameter-Efficient Tuning for Large Language Models Chenyan Song Xu Han Zheni Zeng Kuai Li Chen Chen Zhiyuan Liu Maosong Sun Taojiannan Yang CLL KELM 97 11 0 26 Sep 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Dipam Goswami Yuyang Liu Bartlomiej Twardowski Joost van de Weijer CLL 91 61 0 25 Sep 2023
Multivariate Prototype Representation for Domain-Generalized Incremental Learning Can Peng Piotr Koniusz Kai Guo Brian C. Lovell Peyman Moghadam CLL OOD 64 2 0 24 Sep 2023
Randomize to Generalize: Domain Randomization for Runway FOD Detection Javaria Farooq Nayyer Aafaq Muhammad Ishaq Khan Ammar Saleem Muhammad Abubakar Siddique 61 1 0 23 Sep 2023
Person Re-Identification for Robot Person Following with Online Continual Learning Hanjing Ye Jieting Zhao Yu Zhan Weinan Chen Li He Hong Zhang 65 9 0 21 Sep 2023
Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning Wenhang Shi Yiren Chen Zhe Zhao Wei Lu Kimmo Yan Xiaoyong Du CLL 76 5 0 20 Sep 2023
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation Chang Liu Giulia Rizzoli F. Barbato Andrea Maracani Marco Toldo Umberto Michieli Yi Niu Pietro Zanuttigh CLL 75 2 0 19 Sep 2023
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation Damian Sójka Sebastian Cygert Bartlomiej Twardowski Tomasz Trzciñski TTA 53 8 0 18 Sep 2023
Looking through the past: better knowledge retention for generative replay in continual learning Valeriya Khan Sebastian Cygert Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski 75 7 0 18 Sep 2023
Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks Bing Han Feifei Zhao Wenxuan Pan Zhaoya Zhao Xianqi Li Qingqun Kong Yi Zeng CLL 41 4 0 18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Kun Pan Yifang Yin Yao Wei Feng Lin Zhongjie Ba Zhenguang Liu Peng Kuang Lorenzo Cavallaro Kui Ren CLL 109 17 0 18 Sep 2023
CaT: Balanced Continual Graph Learning with Graph Condensation Yilun Liu Ruihong Qiu Zi Huang DD 110 42 0 18 Sep 2023
FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization Sejin Park Taehyung Lee Yeejin Lee Byeongkeun Kang WSOL CLL 81 5 0 17 Sep 2023
Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization Jack Foster Alexandra Brintrup CLL 90 0 0 15 Sep 2023
Continual Learning with Deep Streaming Regularized Discriminant Analysis Joe Khawand P. Hanappe David Colliaux CLL 26 1 0 15 Sep 2023
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference S. Banerjee Vinay Kumar Verma Avideep Mukherjee Deepak Gupta Vinay P. Namboodiri Piyush Rai CLL 91 5 0 15 Sep 2023
Efficiently Robustify Pre-trained Models Nishant Jain Iit Roorkee Harkirat Singh Behl Vibhav Vineet OOD VLM 42 3 0 14 Sep 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning Alex Gomez-Villa Bartlomiej Twardowski Kai Wang Joost van de Weijer SSL CLL 72 9 0 12 Sep 2023
MultIOD: Rehearsal-free Multihead Incremental Object Detector Eden Belouadah Arnaud Dapogny Kévin Bailly ObjD CLL 52 0 0 11 Sep 2023
Class-Incremental Grouping Network for Continual Audio-Visual Learning Shentong Mo Weiguo Pian Yapeng Tian CLL VLM 87 26 0 11 Sep 2023
Create Your World: Lifelong Text-to-Image Diffusion Gan Sun Wenqi Liang Jiahua Dong Jun Li Zhengming Ding Yang Cong DiffM VLM 75 33 0 08 Sep 2023
Continual Evidential Deep Learning for Out-of-Distribution Detection Eduardo Aguilar Bogdan Raducanu Petia Radeva Joost van de Weijer OODD EDL 83 8 0 06 Sep 2023
Continual Improvement of Threshold-Based Novelty Detection Abe Ejilemele Jorge Mendez-Mendez 57 0 0 05 Sep 2023
Instant Continual Learning of Neural Radiance Fields Ryan Po Zhengyang Dong Alexander W. Bergman Gordon Wetzstein CLL 86 10 0 04 Sep 2023
Efficient Curriculum based Continual Learning with Informative Subset Selection for Remote Sensing Scene Classification Divakar Bhat Biplab Banerjee S. Chaudhuri A. Bhattacharya CLL 53 0 0 03 Sep 2023
Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning Niklas Babendererde Moritz Fuchs Camila González Yuri Tolkach Anirban Mukhopadhyay OOD FedML 71 2 0 01 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning Fei Yang Kai Wang Joost van de Weijer 64 5 0 31 Aug 2023