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1809.05922
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Memory Efficient Experience Replay for Streaming Learning
16 September 2018
Tyler L. Hayes
N. Cahill
Christopher Kanan
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Papers citing
"Memory Efficient Experience Replay for Streaming Learning"
50 / 123 papers shown
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Thanh-Dat Truong
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181
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0
25 Aug 2025
Rethinking Safety in LLM Fine-tuning: An Optimization Perspective
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Jin Myung Kwak
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Bernard Ghanem
Juil Sock
David M. Krueger
Fazl Barez
Adel Bibi
194
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0
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Toward Lifelong Learning in Equilibrium Propagation: Sleep-like and Awake Rehearsal for Enhanced Stability
Yoshimasa Kubo
Jean Erik Delanois
Maxim Bazhenov
CLL
232
1
0
12 Aug 2025
SatSOM: Saturation Self-Organizing Maps for Continual Learning
Igor Urbanik
Paweł Gajewski
CLL
SSL
581
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0
12 Jun 2025
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models
Lipei Xie
Yingxin Li
Huiping Zhuang
CLL
265
1
0
11 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense
Patryk Krukowski
Łukasz Gorczyca
Piotr Helm
Kamil Ksiazek
Przemysław Spurek
AAML
CLL
260
0
0
09 Jun 2025
Sufficient conditions for offline reactivation in recurrent neural networks
International Conference on Learning Representations (ICLR), 2025
Nanda H. Krishna
Colin Bredenberg
Daniel Levenstein
Blake A. Richards
Guillaume Lajoie
OffRL
218
4
0
22 May 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos
Yanlai Yang
Mengye Ren
1.2K
1
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21 Jan 2025
COBRA: A Continual Learning Approach to Vision-Brain Understanding
Xuan-Bac Nguyen
Arabinda Kumar Choudhary
Arabinda Kumar Choudhary
Pawan Sinha
Xin Li
Khoa Luu
CLL
487
4
0
25 Nov 2024
Unsupervised Replay Strategies for Continual Learning with Limited Data
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Anthony Bazhenov
Pahan Dewasurendra
G. Krishnan
Jean Erik Delanois
CLL
150
1
0
21 Oct 2024
CRoP: Context-wise Robust Static Human-Sensing Personalization
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024
Sawinder Kaur
Avery Gump
Yi Xiao
Jingyu Xin
Harshit Sharma
Nina R Benway
Jonathan L Preston
Asif Salekin
755
1
0
26 Sep 2024
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning
Yupeng Chen
Senmiao Wang
Yushun Zhang
Zhihang Lin
Haozhe Zhang
Tian Ding
Tian Ding
Ruoyu Sun
CLL
457
7
0
30 Jul 2024
Weight Clipping for Deep Continual and Reinforcement Learning
Mohamed Elsayed
Qingfeng Lan
Clare Lyle
A. Rupam Mahmood
355
23
0
01 Jul 2024
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation
Gelei Xu
Ningzhi Tang
Jun Xia
Wei Jin
Yiyu Shi
DD
347
0
0
25 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review
M. Jovanovic
Peter Voss
ELM
CLL
KELM
748
11
0
28 Apr 2024
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
Mohamed Elsayed
A. Rupam Mahmood
CLL
410
44
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31 Mar 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems
Eugenio Ressa
Alberto Marchisio
Maurizio Martina
Guido Masera
Mohamed Bennai
576
1
0
15 Feb 2024
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis
Design Automation Conference (DAC), 2023
Ruiyang Qin
Jun Xia
Zhenge Jia
Meng Jiang
Ahmed Abbasi
Peipei Zhou
Jingtong Hu
Yiyu Shi
443
31
0
21 Nov 2023
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices
Zhepeng Wang
Isaacshubhanand Putla
Weiwen Jiang
Youzuo Lin
249
3
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14 Oct 2023
Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning
Hoyong Kim
M. Kwon
Kangil Kim
CLL
345
0
0
26 Sep 2023
Continual Learning with Deep Streaming Regularized Discriminant Analysis
Joe Khawand
P. Hanappe
David Colliaux
CLL
230
1
0
15 Sep 2023
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference
IEEE International Conference on Robotics and Automation (ICRA), 2023
S. Banerjee
Vinay Kumar Verma
Avideep Mukherjee
Deepak Gupta
Vinay P. Namboodiri
Piyush Rai
CLL
337
4
0
15 Sep 2023
GRASP: A Rehearsal Policy for Efficient Online Continual Learning
Md Yousuf Harun
Jhair Gallardo
Junyu Chen
Christopher Kanan
CLL
450
15
0
25 Aug 2023
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction
Sanchar Palit
S. Biswas
234
0
0
17 Aug 2023
Detecting Morphing Attacks via Continual Incremental Training
Lorenzo Pellegrini
Guido Borghi
Annalisa Franco
Davide Maltoni
CLL
299
5
0
27 Jul 2023
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
C. K. Loo
W. S. Liew
S. Wermter
CLL
285
1
0
23 Jun 2023
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Nathan Beck
Suraj Kothawade
Pradeep Shenoy
Rishabh K. Iyer
271
4
0
18 May 2023
Online Continual Learning Without the Storage Constraint
Christian Schroeder de Witt
Yong Deng
P. Dokania
Juil Sock
V. Koltun
Ozan Sener
CLL
436
39
0
16 May 2023
SIESTA: Efficient Online Continual Learning with Sleep
Md Yousuf Harun
Jhair Gallardo
Tyler L. Hayes
Ronald Kemker
Christopher Kanan
CLL
489
28
0
19 Mar 2023
Lifelong Machine Learning Potentials
Journal of Chemical Theory and Computation (JCTC), 2023
Marco Eckhoff
Markus Reiher
394
33
0
10 Mar 2023
Streaming LifeLong Learning With Any-Time Inference
IEEE International Conference on Robotics and Automation (ICRA), 2023
S. Banerjee
Vinay Kumar Verma
Vinay P. Namboodiri
CLL
246
3
0
27 Jan 2023
Probabilistic Bilevel Coreset Selection
International Conference on Machine Learning (ICML), 2023
Xiao Zhou
Renjie Pi
Weizhong Zhang
Yong Lin
Tong Zhang
NoLa
393
38
0
24 Jan 2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Neural Networks (Neural Netw.), 2023
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
224
24
0
18 Jan 2023
Online Class-Incremental Learning For Real-World Food Image Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
S. Raghavan
Jiangpeng He
Fengqing Zhu
CLL
346
23
0
12 Jan 2023
On the challenges to learn from Natural Data Streams
Guido Borghi
G. Graffieti
Davide Maltoni
245
2
0
09 Jan 2023
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning
Vincenzo Lomonaco
Lorenzo Pellegrini
G. Graffieti
Davide Maltoni
331
2
0
06 Jan 2023
Learning Disentangled Label Representations for Multi-label Classification
Jian Jia
Fei He
Naiyu Gao
Xiaotang Chen
Kaiqi Huang
235
3
0
02 Dec 2022
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
James Smith
Leonid Karlinsky
V. Gutta
Paola Cascante-Bonilla
Donghyun Kim
Assaf Arbelle
Yikang Shen
Rogerio Feris
Z. Kira
CLL
VPVLM
VLM
420
527
0
23 Nov 2022
Cold Start Streaming Learning for Deep Networks
Cameron R. Wolfe
Anastasios Kyrillidis
CLL
242
3
0
09 Nov 2022
Simulation-Based Parallel Training
Lucas Meyer
Alejandro Ribés
Bruno Raffin
AI4CE
212
2
0
08 Nov 2022
SparCL: Sparse Continual Learning on the Edge
Neural Information Processing Systems (NeurIPS), 2022
Zifeng Wang
Zheng Zhan
Yifan Gong
Geng Yuan
Wei Niu
T. Jian
Bin Ren
Stratis Ioannidis
Yanzhi Wang
Jennifer Dy
CLL
362
85
0
20 Sep 2022
Learn the Time to Learn: Replay Scheduling in Continual Learning
Marcus Klasson
Hedvig Kjellström
Chen Zhang
CLL
323
13
0
18 Sep 2022
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Yue Tang
Yawen Wu
Peipei Zhou
Jingtong Hu
197
2
0
25 Aug 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning
C. Steinparz
Thomas Schmied
Fabian Paischer
Marius-Constantin Dinu
Vihang Patil
Angela Bitto-Nemling
Hamid Eghbalzadeh
Sepp Hochreiter
CLL
340
17
0
12 Jul 2022
Sample Condensation in Online Continual Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Mattia Sangermano
Antonio Carta
Andrea Cossu
D. Bacciu
DD
352
48
0
23 Jun 2022
Continual evaluation for lifelong learning: Identifying the stability gap
International Conference on Learning Representations (ICLR), 2022
Matthias De Lange
Gido M. van de Ven
Tinne Tuytelaars
CLL
446
54
0
26 May 2022
Continual Learning for Visual Search with Backward Consistent Feature Embedding
Computer Vision and Pattern Recognition (CVPR), 2022
Timmy S. T. Wan
Jun-Cheng Chen
Tzer-Yi Wu
Chu-Song Chen
CLL
VLM
234
30
0
26 May 2022
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation
Qingfeng Lan
Yangchen Pan
Jun Luo
A. R. Mahmood
OffRL
588
9
0
22 May 2022
Incremental Learning with Differentiable Architecture and Forgetting Search
IEEE International Joint Conference on Neural Network (IJCNN), 2022
James Smith
Zachary Seymour
Han-Pang Chiu
OOD
CLL
AI4CE
196
4
0
19 May 2022
Continual Learning with Foundation Models: An Empirical Study of Latent Replay
O. Ostapenko
Timothée Lesort
P. Rodríguez
Md Rifat Arefin
Arthur Douillard
Irina Rish
Laurent Charlin
623
74
0
30 Apr 2022
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