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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 97 2 0 29 May 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 84 0 0 29 May 2024
Provable Contrastive Continual Learning Yichen Wen Zhiquan Tan Kaipeng Zheng Chuanlong Xie Weiran Huang CLL 67 7 0 29 May 2024
Lifelong Learning and Selective Forgetting via Contrastive Strategy Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 49 3 0 28 May 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan Yuille Yucheng Tang Zongwei Zhou MedIm VLM 112 20 0 28 May 2024
Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment Keming Lu Bowen Yu Fei Huang Yang Fan Runji Lin Chang Zhou MoMe 83 21 0 28 May 2024
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task Huiping Zhuang Di Fang Kai Tong Yuchen Liu Huiping Zhuang Xu Zhou Cen Chen CLL 87 3 0 28 May 2024
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates Albin Soutif--Cormerais Simone Magistri Joost van de Weijer Andew D. Bagdanov 123 2 0 28 May 2024
Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States Qizao Wang Xuelin Qian Bin Li Yanwei Fu Xiangyang Xue 70 2 0 26 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 86 4 0 26 May 2024
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation Xiaoyang Chen Hao Zheng Yifang Xie Yuncong Ma Tengfei Li CLL 75 0 0 25 May 2024
Rethinking Class-Incremental Learning from a Dynamic Imbalanced Learning Perspective Leyuan Wang Liuyu Xiang Yunlong Wang Huijia Wu Zhaofeng He CLL 99 0 0 24 May 2024
CLIP model is an Efficient Online Lifelong Learner Leyuan Wang Liuyu Xiang Yujie Wei Yunlong Wang Zhaofeng He VLM CLL 105 3 0 24 May 2024
Distributed Continual Learning Long Le Marcel Hussing Eric Eaton CLL FedML 81 2 0 23 May 2024
U-TELL: Unsupervised Task Expert Lifelong Learning Indu Solomon Aye Phyu Phyu Aung Uttam Kumar Senthilnath Jayavelu CLL 55 1 0 23 May 2024
Controllable Continual Test-Time Adaptation Ziqi Shi Fan Lyu Ye Liu Fanhua Shang Fuyuan Hu Wei Feng Zhang Zhang Liang Wang TTA 101 2 0 23 May 2024
Variational Bayes for Federated Continual Learning Dezhong Yao Sanmu Li Yutong Dai Zhiqiang Xu Shengshan Hu Peilin Zhao Lichao Sun FedML 87 1 0 23 May 2024
Rehearsal-free Federated Domain-incremental Learning Rui Sun Haoran Duan Jiahua Dong Varun Ojha Tejal Shah R. Ranjan CLL 139 1 0 22 May 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 94 1 0 20 May 2024
Learning More Generalized Experts by Merging Experts in Mixture-of-Experts Sejik Park FedML CLL MoMe 78 5 0 19 May 2024
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation Yixing Huang Zahra Khodabakhshi A. Gomaa Manuel Schmidt R. Fietkau Matthias Guckenberger N. Andratschke Christoph Bert S. Tanadini-Lang F. Putz 94 5 0 17 May 2024
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning Nisha Lakshmana Raichur Lucas Heublein Tobias Feigl A. Rügamer Christopher Mutschler Felix Ott CLL BDL 115 9 0 17 May 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 123 1 0 16 May 2024
Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation Jihwan Kwak Sungmin Cha Taesup Moon CLL 68 0 0 16 May 2024
Densely Distilling Cumulative Knowledge for Continual Learning Zenglin Shi Pei Liu Tong Su Yunpeng Wu Kuien Liu Yu Song Meng Wang CLL 105 0 0 16 May 2024
MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning Xingyu Li Bo Tang VLM CLL 64 0 0 15 May 2024
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser Jon Z. Cai Kristin Wright-Bettner Martha Palmer G. Savova James H. Martin 75 0 0 15 May 2024
Overcoming Domain Drift in Online Continual Learning Fan Lyu Daofeng Liu Linglan Zhao Zhang Zhang Fanhua Shang Fuyuan Hu Wei Feng Liang Wang CLL 71 1 0 15 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 105 3 0 14 May 2024
Feature Expansion and enhanced Compression for Class Incremental Learning Quentin Ferdinand G. Chenadec Benoit Clement Panagiotis Papadakis Quentin Oliveau CLL 74 0 0 13 May 2024
Liquid Ensemble Selection for Continual Learning Carter Blair Ben Armstrong Kate Larson FedML OOD CLL 48 0 0 12 May 2024
Cross-Domain Continual Learning via CLAMP Weiwei Weng Mahardhika Pratama Jie Zhang Chen Chen E. Yapp Savitha Ramasamy 79 1 0 12 May 2024
A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks Ashutosh Kumar Sonali Agarwal D. J. Hemanth 67 0 0 11 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 114 12 0 10 May 2024
Fast Evaluation of DNN for Past Dataset in Incremental Learning Naoto Sato 37 0 0 10 May 2024
Few-Shot Class Incremental Learning via Robust Transformer Approach Naeem Paeedeh Mahardhika Pratama S. Wibirama Wolfgang Mayer Zehong Cao Ryszard Kowalczyk CLL 98 2 0 08 May 2024
Continual Learning in the Presence of Repetition Hamed Hemati Lorenzo Pellegrini Xiaotian Duan Zixuan Zhao Fangfang Xia ... Shiji Zhao Shao-Yuan Li Sheng-Jun Huang Vincenzo Lomonaco Gido M. van de Ven CLL 84 4 0 07 May 2024
Federated Graph Condensation with Information Bottleneck Principles Bo Yan DD FedML 80 4 0 07 May 2024
Exploring the Efficacy of Federated-Continual Learning Nodes with Attention-Based Classifier for Robust Web Phishing Detection: An Empirical Investigation Jesher Joshua M Adhithya R Sree Dananjay S M. Revathi FedML 122 2 0 06 May 2024
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning F. Sarfraz Bahram Zonooz Elahe Arani CLL 72 3 0 04 May 2024
Continual Learning for Robust Gate Detection under Dynamic Lighting in Autonomous Drone Racing Zhongzheng Qiao Xuan Huy Pham Savitha Ramasamy Xudong Jiang Erdal Kayacan Andriy Sarabakha 61 2 0 02 May 2024
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation Cengis Hasan David Lynch Alexandros Agapitos Alberto Castagna Giorgio Cruciata Hao Wang Aleksandar Milenovic 92 0 0 30 Apr 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 74 0 0 28 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 154 88 0 25 Apr 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 69 9 0 23 Apr 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Hikmat Khan N. Bouaynaya Ghulam Rasool CLL 91 1 0 22 Apr 2024
DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images Mohammad Areeb Qazi Ibrahim Almakky Anees Ur Rehman Hashmi Santosh Sanjeev Mohammad Yaqub MoMe 65 3 0 22 Apr 2024
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning Songlin Dong Yingjie Chen Yuhang He Yuhan Jin Alex C. Kot Yihong Gong CLL 88 0 0 21 Apr 2024
Double Mixture: Towards Continual Event Detection from Speech Jingqi Kang Tongtong Wu Jinming Zhao Guitao Wang Yinwei Wei Haomiao Yang Guilin Qi Yuan-Fang Li Gholamreza Haffari 49 0 0 20 Apr 2024
BACS: Background Aware Continual Semantic Segmentation Mostafa ElAraby Ali Harakeh Liam Paull CLL 70 0 0 19 Apr 2024