Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,229 papers shown

Title
Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds Xihao Wang Xian Wei 3DPC 54 5 0 11 Sep 2022
Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning Ya-nan Han Jian-wei Liu CLL 27 0 0 09 Sep 2022
Class-Incremental Learning via Knowledge Amalgamation Marcus Vinícius de Carvalho Mahardhika Pratama Jie Zhang Yajuan San CLL 29 8 0 05 Sep 2022
Reinforced Continual Learning for Graphs Appan Rakaraddi Siew-Kei Lam Mahardhika Pratama Marcus Vinícius de Carvalho CLL 41 24 0 04 Sep 2022
Continual Learning for Steganalysis Zihao Yin Ruohan Meng Zhili Zhou DiffM 19 0 0 03 Sep 2022
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors Alessandro Avi Andrea Albanese Davide Brunelli 56 9 0 01 Sep 2022
An Incremental Learning framework for Large-scale CTR Prediction Petros Katsileros Nikiforos Mandilaras Dimitrios Mallis Vassilis Pitsikalis Stavros Theodorakis Gil Chamiel Deeplab - Greece CLL 19 9 0 01 Sep 2022
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach Peiyi Wang Yifan Song Tianyu Liu Rundong Gao Binghuai Lin Yunbo Cao Zhifang Sui 35 10 0 01 Sep 2022
Continuous QA Learning with Structured Prompts Yinhe Zheng CLL 52 1 0 31 Aug 2022
BioSLAM: A Bio-inspired Lifelong Memory System for General Place Recognition Peng Yin Abulikemu Abuduweili Shiqi Zhao Changliu Liu Sebastian Scherer CLL 37 15 0 30 Aug 2022
Anti-Retroactive Interference for Lifelong Learning Runqi Wang Yuxiang Bao Baochang Zhang Jianzhuang Liu Wentao Zhu Guodong Guo KELM CLL 31 21 0 27 Aug 2022
Sustaining Fairness via Incremental Learning Somnath Basu Roy Chowdhury Snigdha Chaturvedi FaML CLL 33 4 0 25 Aug 2022
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task Stan Weixian Lei Difei Gao Jay Zhangjie Wu Yuxuan Wang Wei Liu Meng Zhang Mike Zheng Shou 30 36 0 24 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 42 30 0 23 Aug 2022
Towards Open Set Video Anomaly Detection Yuansheng Zhu Wentao Bao Qi Yu EDL 19 25 0 23 Aug 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 25 4 0 22 Aug 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 63 18 0 17 Aug 2022
DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning Hyounguk Shon Janghyeon Lee Seungwook Kim Junmo Kim CLL 42 11 0 17 Aug 2022
An Efficient Multi-Step Framework for Malware Packing Identification Jong-Wouk Kim Yang-Sae Moon Mi-Jung Choi 16 0 0 17 Aug 2022
On the Limitations of Continual Learning for Malware Classification Mohammad Saidur Rahman Scott E. Coull M. Wright 37 14 0 13 Aug 2022
Patching open-vocabulary models by interpolating weights Gabriel Ilharco Mitchell Wortsman S. Gadre Shuran Song Hannaneh Hajishirzi Simon Kornblith Ali Farhadi Ludwig Schmidt VLM KELM 41 169 0 10 Aug 2022
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks Aleksandr Dekhovich David Tax M. Sluiter Miguel A. Bessa CLL 36 20 0 09 Aug 2022
Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer Arjun Ashok K. J. Joseph V. Balasubramanian CLL 22 29 0 07 Aug 2022
Continual Learning for Tumor Classification in Histopathology Images Veena Kaustaban Qinle Ba Ipshita Bhattacharya N. Sobh Satarupa Mukherjee James J. Martin Mohammad Saleh Miri Christoph Gütter Amal Chaturvedi OOD 38 7 0 07 Aug 2022
Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts Camila González Amin Ranem Ahmed Othman Anirban Mukhopadhyay OOD 26 7 0 05 Aug 2022
A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning Qihan Yang Fan Feng Rosa H. M. Chan 37 9 0 04 Aug 2022
Centroids Matching: an efficient Continual Learning approach operating in the embedding space Jary Pomponi Simone Scardapane A. Uncini FedML CLL 35 1 0 03 Aug 2022
Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis Chaerin Kong Nojun Kwak CLL 29 0 0 29 Jul 2022
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning Chunwei Ma Zhanghexuan Ji Ziyun Huang Yan Shen Mingchen Gao Jinhui Xu 56 1 0 28 Jul 2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks Tilman Raukur A. Ho Stephen Casper Dylan Hadfield-Menell AAML AI4CE 33 126 0 27 Jul 2022
Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation Guangchen Shi Yirui Wu Jing Liu Shaohua Wan Wenhai Wang Tong Lu CLL 21 35 0 26 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning Yabin Wang Zhiwu Huang Xiaopeng Hong CLL VLM 29 214 0 26 Jul 2022
Balancing Stability and Plasticity through Advanced Null Space in Continual Learning Yajing Kong Liu Liu Zhen Wang Dacheng Tao CLL 39 36 0 25 Jul 2022
D3Former: Debiased Dual Distilled Transformer for Incremental Learning Abdel-rahman Mohamed Rushali Grandhe KJ Joseph Salman Khan Fahad Shahbaz Khan CLL 45 9 0 25 Jul 2022
Online Continual Learning with Contrastive Vision Transformer Zhen Wang Liu Liu Yajing Kong Jiaxian Guo Dacheng Tao CLL 28 36 0 24 Jul 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 29 55 0 23 Jul 2022
Discrete Key-Value Bottleneck Frederik Trauble Anirudh Goyal Nasim Rahaman Michael C. Mozer Kenji Kawaguchi Yoshua Bengio Bernhard Schölkopf CLL 31 22 0 22 Jul 2022
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets Yuqing Zhao Divya Saxena Jiannong Cao CLL 33 12 0 22 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 28 37 0 22 Jul 2022
Novel Class Discovery without Forgetting K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian CLL 65 43 0 21 Jul 2022
Continual Variational Autoencoder Learning via Online Cooperative Memorization Fei Ye A. Bors CLL 50 17 0 20 Jul 2022
Don't Stop Learning: Towards Continual Learning for the CLIP Model Yuxuan Ding Lingqiao Liu Chunna Tian Jingyuan Yang Haoxuan Ding CLL VLM KELM 24 53 0 19 Jul 2022
Incremental Task Learning with Incremental Rank Updates Rakib Hyder Ken Shao Boyu Hou P. Markopoulos Ashley Prater-Bennette M. Salman Asif CLL 21 13 0 19 Jul 2022
Class-incremental Novel Class Discovery Subhankar Roy Mingxuan Liu Zhun Zhong N. Sebe Elisa Ricci CLL 49 44 0 18 Jul 2022
Learning with Recoverable Forgetting Jingwen Ye Yifang Fu Mingli Song Xingyi Yang Songhua Liu Xin Jin Mingli Song Xinchao Wang CLL KELM 27 41 0 17 Jul 2022
Federated Continual Learning through distillation in pervasive computing Anastasiia Usmanova François Portet P. Lalanda Germán Vega FedML 14 8 0 17 Jul 2022
Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain Anastasiia Usmanova François Portet P. Lalanda Germán Vega FedML 35 3 0 17 Jul 2022
Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jianzhao Liu Xin Li Shukun An Zhibo Chen 29 13 0 17 Jul 2022
Class-Incremental Lifelong Learning in Multi-Label Classification Kaile Du Linyan Li Fan Lyu Fuyuan Hu Zhenping Xia Fenglei Xu CLL 24 4 0 16 Jul 2022
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition Jorge Armando Mendez Mendez Eric Eaton KELM CLL 39 27 0 15 Jul 2022