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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Fast Context Adaptation in Cost-Aware Continual Learning Seyyidahmed Lahmer Federico Mason Federico Chiariotti Andrea Zanella 63 1 0 06 Jun 2023
Continual Learning with Pretrained Backbones by Tuning in the Input Space Simone Marullo Matteo Tiezzi Marco Gori S. Melacci Tinne Tuytelaars CLL 56 2 0 05 Jun 2023
Deep Classifier Mimicry without Data Access Steven Braun Martin Mundt Kristian Kersting DiffM 50 4 0 03 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 80 0 0 03 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 82 11 0 02 Jun 2023
On Feature Diversity in Energy-based Models Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 77 7 0 02 Jun 2023
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation Yixiao Zhang Xinyi Li Huimiao Chen Alan Yuille Yaoyao Liu Zongwei Zhou CLL 102 36 0 01 Jun 2023
Predicting Temporal Aspects of Movement for Predictive Replication in Fog Environments Emil Balitzki Tobias Pfandzelter David Bermbach 71 0 0 01 Jun 2023
Out-of-distribution forgetting: vulnerability of continual learning to intra-class distribution shift Liangxuan Guo Yang Chen Shan Yu OODD CLL 34 3 0 01 Jun 2023
Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning Shengqin Jiang Yao-Huei Fang Haokui Zhang Qingshan Liu Yuankai Qi Yang Yang Peifeng Wang CLL 61 0 0 01 Jun 2023
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation Subhankar Roy Riccardo Volpi G. Csurka Diane Larlus CLL 71 5 0 31 May 2023
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions Stefan Leitner M. Jehanzeb Mirza Wei Lin Jakub Micorek Marc Masana Mateusz Koziñski Horst Possegger Horst Bischof CLL 88 2 0 30 May 2023
Prediction Error-based Classification for Class-Incremental Learning Michal Zajkac Tinne Tuytelaars Gido M. van de Ven CLL 99 9 0 30 May 2023
History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion Mehrnoosh Mirtaheri Mohammad Rostami Aram Galstyan CLL 98 6 0 30 May 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 140 44 0 30 May 2023
Continual Task Allocation in Meta-Policy Network via Sparse Prompting Yijun Yang Tianyi Zhou Jing Jiang Guodong Long Yuhui Shi CLL OffRL 92 9 0 29 May 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Xilin Jiang Yinghao Aaron Li N. Mesgarani CLL 45 1 0 29 May 2023
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning Lama Alssum Juan Carlos León Alcázar Merey Ramazanova Chen Zhao Guohao Li CLL 58 6 0 28 May 2023
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis S. M. Patil Loizos Michael C. Dovrolis 70 0 0 28 May 2023
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiang Ji AAML 34 2 0 28 May 2023
The Curse of Recursion: Training on Generated Data Makes Models Forget Ilia Shumailov Zakhar Shumaylov Yiren Zhao Y. Gal Nicolas Papernot Ross J. Anderson DiffM 91 301 0 27 May 2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks Ketaki Joshi Raghavendra Pradyumna Pothukuchi Andre Wibisono A. Bhattacharjee CLL 26 0 0 26 May 2023
Summarizing Stream Data for Memory-Constrained Online Continual Learning Jianyang Gu Kai Wang Wei Jiang Yang You DD 82 11 0 26 May 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 58 3 0 25 May 2023
Condensed Prototype Replay for Class Incremental Learning Jiangtao Kong Zhenyu Zong Dinesh Manocha Huajie Shao 78 2 0 25 May 2023
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution Hantao Yao Lu Yu Jifei Luo Changsheng Xu 91 0 0 25 May 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 114 14 0 25 May 2023
Lightweight Learner for Shared Knowledge Lifelong Learning Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones ... Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti CLL 81 12 0 24 May 2023
MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition Tianlun Zheng Zhineng Chen Bin Huang Wei Zhang Yuran Jiang 99 11 0 24 May 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding Umberto Cappellazzo Muqiao Yang Daniele Falavigna Alessio Brutti CLL KELM 49 6 0 23 May 2023
Continual Learning on Dynamic Graphs via Parameter Isolation Peiyan Zhang Yuchen Yan Chaozhuo Li Senzhang Wang Xing Xie Guojie Song Sunghun Kim 116 40 0 23 May 2023
NORM: Knowledge Distillation via N-to-One Representation Matching Xiaolong Liu Lujun Li Chao Li Anbang Yao 113 71 0 23 May 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 78 3 0 23 May 2023
Continual Learning with Strong Experience Replay Tao Zhuo Zhiyong Cheng Zan Gao Hehe Fan Mohan S. Kankanhalli CLL VLM 62 2 0 23 May 2023
Contextualising Implicit Representations for Semantic Tasks Theo W. Costain Kejie Li V. Prisacariu 56 0 0 22 May 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Ruan van der Merwe Herman Kamper CLL KELM 93 0 0 22 May 2023
Continual Learning through Human-Robot Interaction: Human Perceptions of a Continual Learning Robot in Repeated Interactions Ali Ayub Zachary De Francesco Patrick Holthaus Chrystopher L. Nehaniv Kerstin Dautenhahn CLL HAI 107 7 0 22 May 2023
Lifelong Language Pretraining with Distribution-Specialized Experts Wuyang Chen Yan-Quan Zhou Nan Du Yanping Huang James Laudon Zhiwen Chen Claire Cu KELM 106 51 0 20 May 2023
Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion Yun Luo Xiaotian Lin Zhen Yang Fandong Meng Jie Zhou Yue Zhang CLL 68 5 0 20 May 2023
Privacy in Multimodal Federated Human Activity Recognition Alexandru Iacob Pedro Gusmão Nicholas D. Lane Armand K. Koupai M. J. Bocus Raúl Santos-Rodríguez Robert Piechocki Ryan McConville 27 1 0 20 May 2023
AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning Runqi Wang Xiaoyue Duan Guoliang Kang Jianzhuang Liu Shaohui Lin Songcen Xu Jinhu Lv Baochang Zhang CLL VLM 61 36 0 19 May 2023
Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation Yuanen Zhou Xin Chen Yanrong Guo Shijie Hao Richang Hong Qi Tian CLL 92 4 0 18 May 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? Hasan Hammoud Ameya Prabhu Ser-Nam Lim Philip Torr Adel Bibi Guohao Li CLL 166 16 0 16 May 2023
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models Boxi Cao Qiaoyu Tang Hongyu Lin Shanshan Jiang Bin Dong Xianpei Han Jiawei Chen Tianshu Wang Le Sun CLL KELM 59 17 0 16 May 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 87 15 0 15 May 2023
Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning Md. Rabiul Islam Daniel Massicotte P. Massicotte Wei-Ping Zhu 36 15 0 13 May 2023
Monitoring and Adapting ML Models on Mobile Devices Wei Hao Zixi Wang Lauren Hong Lingxi Li Nader Karayanni Chengzhi Mao Junfeng Yang Asaf Cidon OffRL 61 4 0 12 May 2023
Continual Learning for End-to-End ASR by Averaging Domain Experts Peter William VanHarn Plantinga Jaekwon Yoo C. Dhir CLL MoMe 45 1 0 12 May 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information Zixuan Ni Longhui Wei Siliang Tang Yueting Zhuang Qi Tian VLM CLL 118 26 0 11 May 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics Wenzheng Zhao Yuanning Cui Wei Hu CLL 66 20 0 11 May 2023