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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation Yonatan Sverdlov Shimon Ullman 70 0 0 26 Nov 2023
CUCL: Codebook for Unsupervised Continual Learning Chen Cheng Jingkuan Song Xiaosu Zhu Sitong Su Lianli Gao Jikang Cheng CLL 53 2 0 25 Nov 2023
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 84 8 0 23 Nov 2023
Education distillation:getting student models to learn in shcools Ling Feng Danyang Li Tianhao Wu Xuliang Duan Xuliang Duan FedML 49 0 0 23 Nov 2023
LM-Cocktail: Resilient Tuning of Language Models via Model Merging Shitao Xiao Zheng Liu Peitian Zhang Xingrun Xing MoMe KELM 156 28 0 22 Nov 2023
Revisiting Supervision for Continual Representation Learning Daniel Marczak Sebastian Cygert Tomasz Trzciñski Bartlomiej Twardowski SSL CLL 100 2 0 22 Nov 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 55 3 0 22 Nov 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... Joost van de Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 114 47 0 20 Nov 2023
Towards interpretable-by-design deep learning algorithms Plamen Angelov D. Kangin Ziyang Zhang 119 6 0 19 Nov 2023
ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation Zhuang Yan Zhenzhe Zheng Yunfeng Shao Bingshuai Li Fan Wu Guihai Chen 69 5 0 18 Nov 2023
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 83 2 0 17 Nov 2023
Online Continual Knowledge Learning for Language Models Yuhao Wu Tongjun Shi Karthick Sharma Chun Seah Shuhao Zhang CLL KELM 89 4 0 16 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 98 4 0 15 Nov 2023
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Yujin Kim Jaehong Yoon Seonghyeon Ye Sangmin Bae Namgyu Ho Sung Ju Hwang Se-Young Yun KELM 104 13 0 14 Nov 2023
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks Sara Babakniya Zalan Fabian Chaoyang He Mahdi Soltanolkotabi Salman Avestimehr FedML CLL 84 32 0 13 Nov 2023
Online Continual Learning via Logit Adjusted Softmax Zhehao Huang Tao Li Chenhe Yuan Yingwen Wu Xiaolin Huang CLL 83 3 0 11 Nov 2023
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How Timm Hess Tinne Tuytelaars Gido M. van de Ven 77 7 0 08 Nov 2023
Learning to Learn for Few-shot Continual Active Learning Stella Ho Ming Liu Shang Gao Longxiang Gao KELM BDL VLM CLL 52 3 0 07 Nov 2023
Scalable and Efficient Continual Learning from Demonstration via a Hypernetwork-generated Stable Dynamics Model Sayantan Auddy Jakob J. Hollenstein Matteo Saveriano Antonio Rodríguez-Sánchez J. Piater 80 7 0 06 Nov 2023
Task Arithmetic with LoRA for Continual Learning Rajas Chitale Ankit Vaidya Aditya Kane Archana Ghotkar 93 17 0 04 Nov 2023
Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks Rouzbeh Meshkinnejad Jie Mei Daniel Lizotte Y. Mohsenzadeh SSL CLL 107 3 0 02 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 84 6 0 02 Nov 2023
Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Jaya Kalla Soma Biswas CLL 97 5 0 02 Nov 2023
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Anton Lee Yaqian Zhang Heitor Murilo Gomes Albert Bifet Bernhard Pfahringer CLL 69 2 0 30 Oct 2023
NPCL: Neural Processes for Uncertainty-Aware Continual Learning Saurav Jha Dong Gong He Zhao Lina Yao CLL BDL 73 17 0 30 Oct 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 88 14 0 29 Oct 2023
Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging Wenju Sun Qingyong Li Wen Wang Yangli-ao Geng CLL MoMe 68 3 0 28 Oct 2023
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model Karsten Roth Lukas Thede Almut Sophia Koepke Oriol Vinyals Olivier J. Hénaff Zeynep Akata AAML 117 13 0 26 Oct 2023
Towards Continually Learning Application Performance Models Ray A. O. Sinurat Anurag Daram Haryadi S. Gunawi Robert B. Ross Sandeep Madireddy 61 0 0 25 Oct 2023
CL-MASR: A Continual Learning Benchmark for Multilingual ASR Luca Della Libera Pooneh Mousavi Salah Zaiem Cem Subakan Mirco Ravanelli AuLLM CLL 98 13 0 25 Oct 2023
MACP: Efficient Model Adaptation for Cooperative Perception Yunsheng Ma Juanwu Lu Can Cui Sicheng Zhao Xu Cao Wenqian Ye Ziran Wang 106 12 0 25 Oct 2023
TiC-CLIP: Continual Training of CLIP Models Saurabh Garg Mehrdad Farajtabar Hadi Pouransari Raviteja Vemulapalli Sachin Mehta Oncel Tuzel Vaishaal Shankar Fartash Faghri VLM CLIP 121 31 0 24 Oct 2023
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos Yaoyao Liu Yingying Li Bernt Schiele Qianru Sun CLL OnRL 96 7 0 24 Oct 2023
COPR: Continual Learning Human Preference through Optimal Policy Regularization Han Zhang Lin Gui Yuanzhao Zhai Hui Wang Yu Lei Ruifeng Xu CLL 74 0 0 24 Oct 2023
Visually Grounded Continual Language Learning with Selective Specialization Kyra Ahrens Lennart Bengtson Jae Hee Lee Stefan Wermter 92 0 0 24 Oct 2023
Continual Event Extraction with Semantic Confusion Rectification Zitao Wang Xin-Yue Wang Wei Hu CLL 62 4 0 24 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 128 72 0 23 Oct 2023
Continual Named Entity Recognition without Catastrophic Forgetting Duzhen Zhang Wei Cong Jiahua Dong Yahan Yu Xiuyi Chen Yonggang Zhang Zhen Fang 66 12 0 23 Oct 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Bo Yuan Danpei Zhao 3DV CLL 105 12 0 22 Oct 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 155 114 0 22 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 73 7 0 19 Oct 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Haizhou Shi Hao Wang CLL 105 26 0 18 Oct 2023
Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 104 3 0 17 Oct 2023
Prior-Free Continual Learning with Unlabeled Data in the Wild Tao Zhuo Zhiyong Cheng Hehe Fan Mohan S. Kankanhalli VLM CLL 74 2 0 16 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 106 4 0 16 Oct 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 91 14 0 15 Oct 2023
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 46 1 0 14 Oct 2023
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection Cunhang Fan Mingming Ding Jianhua Tao Ruibo Fu Jiangyan Yi Zhengqi Wen Zhao Lv 82 5 0 13 Oct 2023
Incremental Object Detection with CLIP Ziyue Huang Yupeng He Qingjie Liu Yunhong Wang CLL ObjD VLM 68 2 0 13 Oct 2023
Federated Class-Incremental Learning with Prompting Jiale Liu Yu-Wei Zhan Chong-Yu Zhang Xin Luo Zhen-Duo Chen Yinwei Wei CLL FedML 84 3 0 13 Oct 2023