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1902.10486
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On Tiny Episodic Memories in Continual Learning
27 February 2019
Arslan Chaudhry
Marcus Rohrbach
Mohamed Elhoseiny
Thalaiyasingam Ajanthan
P. Dokania
Juil Sock
MarcÁurelio Ranzato
CLL
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Papers citing
"On Tiny Episodic Memories in Continual Learning"
50 / 270 papers shown
Integral Continual Learning Along the Tangent Vector Field of Tasks
Tianlin Liu
Aditya Golatkar
Stefano Soatto
Alessandro Achille
CLL
254
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23 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yao Zhang
Haokun Chen
A. Frikha
Yezi Yang
Denis Krompass
Gengyuan Zhang
Jindong Gu
Volker Tresp
VLM
LRM
203
8
0
19 Nov 2022
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
Computer Vision and Pattern Recognition (CVPR), 2022
James Smith
Paola Cascante-Bonilla
Assaf Arbelle
Donghyun Kim
Yikang Shen
David D. Cox
Diyi Yang
Z. Kira
Rogerio Feris
Leonid Karlinsky
VLM
287
25
0
17 Nov 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
Neural Information Processing Systems (NeurIPS), 2022
Sen Lin
Li Yang
Deliang Fan
Junshan Zhang
CLL
418
62
0
01 Nov 2022
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
Marco Schreyer
Hamed Hemati
Damian Borth
M. Vasarhelyi
FedML
194
6
0
26 Oct 2022
On Robust Incremental Learning over Many Multilingual Steps
Karan Praharaj
Irina Matveeva
CLL
160
1
0
25 Oct 2022
Continual Vision-based Reinforcement Learning with Group Symmetries
Conference on Robot Learning (CoRL), 2022
Shiqi Liu
Mengdi Xu
Piede Huang
Yongkang Liu
K. Oguchi
Ding Zhao
CLL
VLM
375
17
0
21 Oct 2022
Schedule-Robust Online Continual Learning
Ruohan Wang
Marco Ciccone
Giulia Luise
A. Yapp
Massimiliano Pontil
C. Ciliberto
CLL
214
5
0
11 Oct 2022
A Memory Transformer Network for Incremental Learning
British Machine Vision Conference (BMVC), 2022
Ahmet Iscen
Thomas Bird
Mathilde Caron
Alireza Fathi
Cordelia Schmid
CLL
293
15
0
10 Oct 2022
Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Xiaohan Zou
Tong Lin
CLL
145
3
0
03 Oct 2022
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering
Mavina Nikandrou
Lu Yu
Alessandro Suglia
Ioannis Konstas
Verena Rieser
OOD
381
7
0
30 Sep 2022
Disentangling Transfer in Continual Reinforcement Learning
Neural Information Processing Systems (NeurIPS), 2022
Maciej Wołczyk
Michal Zajkac
Razvan Pascanu
Lukasz Kuciñski
Piotr Milo's
CLL
252
34
0
28 Sep 2022
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
Engineering applications of artificial intelligence (EAAI), 2022
Ya-nan Han
Jian Liu
KELM
CLL
232
12
0
12 Sep 2022
Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Ya-nan Han
Jian Liu
CLL
143
0
0
09 Sep 2022
Reinforced Continual Learning for Graphs
International Conference on Information and Knowledge Management (CIKM), 2022
Appan Rakaraddi
Siew-Kei Lam
Mahardhika Pratama
Marcus Vinícius de Carvalho
CLL
180
31
0
04 Sep 2022
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions
European Conference on Computer Vision (ECCV), 2022
Zhenyi Wang
Li Shen
Le Fang
Qiuling Suo
Dongling Zhan
Tiehang Duan
Mingchen Gao
OOD
CLL
161
20
0
03 Sep 2022
A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
Gyuhak Kim
Zixuan Ke
Yinan Han
VLM
CLL
OODD
207
41
0
20 Aug 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
Neural Information Processing Systems (NeurIPS), 2022
Taesik Gong
Jongheon Jeong
Taewon Kim
Yewon Kim
Jinwoo Shin
Sung-Ju Lee
OOD
TTA
431
168
0
10 Aug 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning
Neural Information Processing Systems (NeurIPS), 2022
Yabin Wang
Zhiwu Huang
Xiaopeng Hong
CLL
VLM
452
298
0
26 Jul 2022
Balancing Stability and Plasticity through Advanced Null Space in Continual Learning
European Conference on Computer Vision (ECCV), 2022
Yajing Kong
Liu Liu
Zhen Wang
Dacheng Tao
CLL
150
49
0
25 Jul 2022
Class-incremental Novel Class Discovery
European Conference on Computer Vision (ECCV), 2022
Subhankar Roy
Mingxuan Liu
Zhun Zhong
Andrii Zadaianchuk
Elisa Ricci
CLL
306
56
0
18 Jul 2022
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution
International Conference on Machine Learning (ICML), 2022
Zhenyi Wang
Li Shen
Le Fang
Qiuling Suo
Tiehang Duan
Mingchen Gao
OOD
228
49
0
15 Jul 2022
D-CBRS: Accounting For Intra-Class Diversity in Continual Learning
International Conference on Information Photonics (ICIP), 2022
Yasin Findik
Farhad Pourkamali-Anaraki
107
1
0
13 Jul 2022
Online Continual Learning of End-to-End Speech Recognition Models
Interspeech (Interspeech), 2022
Muqiao Yang
Ian Lane
Shinji Watanabe
CLL
157
29
0
11 Jul 2022
Memory Population in Continual Learning via Outlier Elimination
J. Hurtado
Alain Raymond-Sáez
Vladimir Araujo
Vincenzo Lomonaco
Alvaro Soto
D. Bacciu
396
11
0
04 Jul 2022
Continual Learning with Transformers for Image Classification
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
185
23
0
28 Jun 2022
Class Impression for Data-free Incremental Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Sana Ayromlou
Purang Abolmaesumi
Teresa S. M. Tsang
Xiaoxiao Li
240
7
0
26 Jun 2022
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
International Conference on Machine Learning (ICML), 2022
Mustafa Burak Gurbuz
C. Dovrolis
CLL
178
52
0
18 Jun 2022
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges
Massimo Caccia
Jonas W. Mueller
Taesup Kim
Laurent Charlin
Rasool Fakoor
CLL
290
10
0
28 May 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
414
50
0
26 May 2022
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning
International Conference on Learning Representations (ICLR), 2022
Da-Wei Zhou
Qiwen Wang
Han-Jia Ye
De-Chuan Zhan
313
189
0
26 May 2022
Continual Learning with Global Alignment
Neural Information Processing Systems (NeurIPS), 2022
Xueying Bai
Jinghuan Shang
Yifan Sun
Niranjan Balasubramanian
CLL
161
1
0
24 May 2022
Cross-lingual Lifelong Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Meryem M'hamdi
Xiang Ren
Jonathan May
CLL
196
14
0
23 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
167
4
0
19 May 2022
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Chuqiao Li
Zhiwu Huang
D. Paudel
Yabin Wang
Mohamad Shahbazi
Xiaopeng Hong
Luc Van Gool
424
67
0
11 May 2022
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification
Yixing Huang
Christoph Bert
Stefan Fischer
Manuel Schmidt
Arnd Dörfler
Andreas Maier
R. Fietkau
F. Putz
FedML
CLL
OOD
MedIm
181
21
0
26 Apr 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
227
102
0
19 Apr 2022
Entropy-based Stability-Plasticity for Lifelong Learning
Vladimir Araujo
J. Hurtado
Alvaro Soto
Marie-Francine Moens
CLL
237
15
0
18 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection
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Ahmed Hendawy
George Eskandar
Mohamed Abdelsamad
Matthias Kayser
Jürgen Beyerer
134
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11 Apr 2022
Learning to Modulate Random Weights: Neuromodulation-inspired Neural Networks For Efficient Continual Learning
Jinyung Hong
Theodore P. Pavlic
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156
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08 Apr 2022
Re-examining Distillation For Continual Object Detection
British Machine Vision Conference (BMVC), 2022
Eli Verwimp
Kuo Yang
Sarah Parisot
Hong Lanqing
Jingyu Sun
Eduardo Pérez-Pellitero
Matthias De Lange
Tinne Tuytelaars
VLM
293
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A Closer Look at Rehearsal-Free Continual Learning
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Junjiao Tian
Shaunak Halbe
Yen-Chang Hsu
Z. Kira
VLM
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314
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31 Mar 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Mohammad-Javad Davari
Nader Asadi
Sudhir Mudur
Rahaf Aljundi
Eugene Belilovsky
CLL
KELM
251
76
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24 Mar 2022
Tackling Online One-Class Incremental Learning by Removing Negative Contrasts
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Sudhir Mudur
Eugene Belilovsky
CLL
144
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24 Mar 2022
Meta-attention for ViT-backed Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Mengqi Xue
Haofei Zhang
Mingli Song
Weilong Dai
CLL
153
57
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22 Mar 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification
Frontiers in Radiology (Front. Radiol.), 2022
Tian Xia
Pedro Sanchez
C. Qin
Sotirios A. Tsaftaris
OOD
MedIm
271
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15 Mar 2022
Memory Efficient Continual Learning with Transformers
Neural Information Processing Systems (NeurIPS), 2022
Beyza Ermis
Giovanni Zappella
Martin Wistuba
Aditya Rawal
Cédric Archambeau
CLL
295
62
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09 Mar 2022
Increasing Depth of Neural Networks for Life-long Learning
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Jkedrzej Kozal
Michal Wo'zniak
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221
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22 Feb 2022
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Dong Gong
Qingsen Yan
Yuhang Liu
Anton Van Den Hengel
Javen Qinfeng Shi
CLL
BDL
210
48
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21 Feb 2022
Diagnosing Batch Normalization in Class Incremental Learning
Minghao Zhou
Quanziang Wang
Jun Shu
Qian Zhao
Deyu Meng
CLL
193
6
0
16 Feb 2022
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