REMIND Your Neural Network to Prevent Catastrophic Forgetting

6 October 2019

Papers citing "REMIND Your Neural Network to Prevent Catastrophic Forgetting"

50 / 176 papers shown

Title
Exploiting Data Hierarchy as a New Modality for Contrastive Learning Arjun Bhalla Daniel Levenson Jan Bernhard Anton Abilov 13 0 0 06 Jan 2024
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 47 19 0 16 Dec 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 17 3 0 30 Nov 2023
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Young D. Kwon Jagmohan Chauhan Hong Jia Stylianos I. Venieris Cecilia Mascolo 16 11 0 19 Nov 2023
Class-Incremental Continual Learning for General Purpose Healthcare Models Amritpal Singh Mustafa Burak Gurbuz Shiva Souhith Gantha Prahlad Jasti OOD 11 3 0 07 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 14 3 0 02 Nov 2023
Class Incremental Learning with Pre-trained Vision-Language Models Xialei Liu Xusheng Cao Haori Lu Jia-Wen Xiao Andrew D. Bagdanov Ming-Ming Cheng VLM 17 11 0 31 Oct 2023
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning Wenlong Deng Christos Thrampoulidis Xiaoxiao Li 19 12 0 27 Oct 2023
The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks Xiaoyi Chen Siyuan Tang Rui Zhu Shijun Yan Lei Jin Zihao Wang Liya Su Zhikun Zhang XiaoFeng Wang Haixu Tang AAML PILM 11 16 0 24 Oct 2023
Prior-Free Continual Learning with Unlabeled Data in the Wild Tao Zhuo Zhiyong Cheng Hehe Fan Mohan S. Kankanhalli VLM CLL 23 2 0 16 Oct 2023
Saliency-Guided Hidden Associative Replay for Continual Learning Guangji Bai Qilong Zhao Xiaoyang Jiang Yifei Zhang Liang Zhao CLL 33 6 0 06 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 31 2 0 05 Oct 2023
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference S. Banerjee Vinay K. Verma Avideep Mukherjee Deepak Gupta Vinay P. Namboodiri Piyush Rai CLL 23 3 0 15 Sep 2023
MultIOD: Rehearsal-free Multihead Incremental Object Detector Eden Belouadah Arnaud Dapogny Kévin Bailly ObjD CLL 11 0 0 11 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning Fei Yang Kai Wang Joost van de Weijer 20 4 0 31 Aug 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun Jhair Gallardo Junyu Chen Christopher Kanan CLL 17 9 0 25 Aug 2023
Exemplar-Free Continual Transformer with Convolutions Anurag Roy Vinay K. Verma Sravan Voonna Kripabandhu Ghosh Saptarshi Ghosh Abir Das CLL BDL 15 10 0 22 Aug 2023
Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features Angus Maiden Bahareh Nakisa CVBM 17 1 0 11 Aug 2023
Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather C. S. Jahan Andreas E. Savakis 9 1 0 02 Aug 2023
Subspace Distillation for Continual Learning Kaushik Roy Christian Simon Peyman Moghadam Mehrtash Harandi CLL 8 10 0 31 Jul 2023
Continual Learning in Predictive Autoscaling Hongyan Hao Zhixuan Chu Shiyi Zhu Gangwei Jiang Yan Wang Caigao Jiang James Y. Zhang Wei Jiang Siqiao Xue Junqing Zhou 36 4 0 29 Jul 2023
How Do Human Users Teach a Continual Learning Robot in Repeated Interactions? Ali Ayub Jainish Mehta Zachary De Francesco Patrick Holthaus Kerstin Dautenhahn Chrystopher L. Nehaniv CLL HAI 11 3 0 30 Jun 2023
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion C. K. Loo W. S. Liew S. Wermter CLL 11 0 0 23 Jun 2023
Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning Depeng Li Zhigang Zeng CLL 17 1 0 21 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 11 7 0 19 Jun 2023
IF2Net: Innately Forgetting-Free Networks for Continual Learning Depeng Li Tianqi Wang Bingrong Xu Kenji Kawaguchi Zhigang Zeng Ponnuthurai Nagaratnam Suganthan CLL 39 2 0 18 Jun 2023
Understanding the Benefits of Image Augmentations Matthew Iceland Christopher Kanan 14 1 0 09 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 30 6 0 02 Jun 2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning Mustafa Burak Gurbuz J. M. Moorman Constantinos Dovrolis CLL 18 0 0 29 May 2023
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning Lama Alssum Juan Carlos León Alcázar Merey Ramazanova Chen Zhao Bernard Ghanem CLL 13 5 0 28 May 2023
Dealing with Cross-Task Class Discrimination in Online Continual Learning Yiduo Guo Bing-Quan Liu Dongyan Zhao CLL 21 20 0 24 May 2023
Continual Learning with Strong Experience Replay Tao Zhuo Zhiyong Cheng Zan Gao Hehe Fan Mohan S. Kankanhalli CLL VLM 21 2 0 23 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 24 5 0 22 May 2023
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings Nathan Beck Suraj Kothawade Pradeep Shenoy Rishabh K. Iyer 14 2 0 18 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip H. S. Torr V. Koltun Ozan Sener CLL 118 28 0 16 May 2023
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors Chia-Hao Li N. Jha 11 7 0 09 May 2023
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning Kishaan Jeeveswaran Prashant Bhat Bahram Zonooz Elahe Arani CLL 6 19 0 08 May 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 123 94 0 12 Apr 2023
How Efficient Are Today's Continual Learning Algorithms? Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Christopher Kanan 6 22 0 29 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 11 4 0 24 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts Zhiheng Ma Xiaopeng Hong Beinan Liu Yabin Wang Pinyue Guo Huiyun Li CLL 23 1 0 24 Mar 2023
Adiabatic replay for continual learning Alexander Krawczyk A. Gepperth 14 2 0 23 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Ronald Kemker Christopher Kanan CLL 45 18 0 19 Mar 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model Gengwei Zhang Liyuan Wang Guoliang Kang Ling-Hao Chen Yunchao Wei CLL 23 106 0 09 Mar 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung Dongjin Lee Sunwon Hong Hyemi Jang Ho Bae Sungroh Yoon CLL 19 14 0 17 Feb 2023
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Zhanghexuan Ji Dazhou Guo Puyang Wang Ke Yan Le Lu ... Qifeng Wang J. Ge Mingchen Gao X. Ye D. Jin OOD 11 19 0 01 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 19 585 0 31 Jan 2023
Continual Learning for Predictive Maintenance: Overview and Challenges J. Hurtado Dario Salvati Rudy Semola Mattia Bosio Vincenzo Lomonaco 14 30 0 29 Jan 2023
Streaming LifeLong Learning With Any-Time Inference S. Banerjee Vinay K. Verma Vinay P. Namboodiri CLL 17 3 0 27 Jan 2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold ... Zifan Xu A. Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha 15 15 0 18 Jan 2023