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2007.04546
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Wandering Within a World: Online Contextualized Few-Shot Learning
International Conference on Learning Representations (ICLR), 2020
9 July 2020
Mengye Ren
Michael L. Iuzzolino
Michael C. Mozer
R. Zemel
CLL
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Papers citing
"Wandering Within a World: Online Contextualized Few-Shot Learning"
23 / 23 papers shown
Real-time Continual Learning on Intel Loihi 2
Elvin Hajizada
Danielle Rager
Timothy M. Shea
L. Campos-Macias
Andreas Wild
Eyke Hüllermeier
Yulia Sandamirskaya
Mike Davies
CLL
OffRL
294
1
0
03 Nov 2025
ViLCo-Bench: VIdeo Language COntinual learning Benchmark
Neural Information Processing Systems (NeurIPS), 2024
Tianqi Tang
Shohreh Deldari
Hao Xue
Celso De Melo
Flora D. Salim
CLL
351
6
0
19 Jun 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach
Elvin Hajizada
Balachandran Swaminathan
Yulia Sandamirskaya
CLL
348
10
0
30 Mar 2024
CoLLEGe: Concept Embedding Generation for Large Language Models
Ryan Teehan
Brenden M. Lake
Mengye Ren
282
4
0
22 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
Neural Information Processing Systems (NeurIPS), 2024
Yanlai Yang
Matt Jones
Michael C. Mozer
Mengye Ren
302
4
0
14 Mar 2024
When Meta-Learning Meets Online and Continual Learning: A Survey
Jaehyeon Son
Soochan Lee
Gunhee Kim
OOD
CLL
411
25
0
09 Nov 2023
Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models
International Conference on Learning Representations (ICLR), 2023
Vishaal Udandarao
Max F. Burg
Samuel Albanie
Matthias Bethge
VLM
440
11
0
12 Oct 2023
Continual Improvement of Threshold-Based Novelty Detection
Abe Ejilemele
Jorge Mendez-Mendez
250
1
0
05 Sep 2023
Active Class Selection for Few-Shot Class-Incremental Learning
Christopher McClurg
Ali Ayub
Harsh Tyagi
Sarah M. Rajtmajer
Alan R. Wagner
CLL
237
2
0
05 Jul 2023
Meta-Learning Online Adaptation of Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Nathan J. Hu
E. Mitchell
Christopher D. Manning
Chelsea Finn
KELM
369
47
0
24 May 2023
Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
AAAI Conference on Artificial Intelligence (AAAI), 2023
S. Basu
Daniela Massiceti
S. Hu
Soheil Feizi
VLM
252
53
0
04 Apr 2023
Expanding continual few-shot learning benchmarks to include recognition of specific instances
PLoS ONE (PLoS ONE), 2022
Gideon Kowadlo
Abdelrahman Ahmed
Amir Mayan
D. Rawlinson
CLL
354
0
0
26 Aug 2022
Lifelong Wandering: A realistic few-shot online continual learning setting
Mayank Lunayach
James Smith
Z. Kira
CLL
306
3
0
16 Jun 2022
"This is my unicorn, Fluffy": Personalizing frozen vision-language representations
European Conference on Computer Vision (ECCV), 2022
Niv Cohen
Rinon Gal
E. Meirom
Gal Chechik
Yuval Atzmon
VLM
MLLM
427
115
0
04 Apr 2022
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks
Italian National Conference on Sensors (INS), 2022
Rebecca Adaimi
Edison Thomaz
CLL
208
22
0
11 Mar 2022
Which images to label for few-shot medical landmark detection?
Quan Quan
Qingsong Yao
Jun Li
S. Kevin Zhou
507
28
0
07 Dec 2021
Recent Advances of Continual Learning in Computer Vision: An Overview
IET Computer Vision (ICV), 2021
Haoxuan Qu
Hossein Rahmani
Kepeng Xu
Bryan M. Williams
Jun Liu
VLM
CLL
624
103
0
23 Sep 2021
Online Unsupervised Learning of Visual Representations and Categories
Mengye Ren
Tyler R. Scott
Michael L. Iuzzolino
Michael C. Mozer
R. Zemel
OCL
SSL
490
5
0
13 Sep 2021
Wanderlust: Online Continual Object Detection in the Real World
IEEE International Conference on Computer Vision (ICCV), 2021
Jianren Wang
Xin Wang
Shang-Guan Yue
Abhinav Gupta
295
74
0
25 Aug 2021
Bayesian Embeddings for Few-Shot Open World Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
John Willes
James Harrison
Ali Harakeh
Chelsea Finn
Marco Pavone
Steven Waslander
BDL
OffRL
249
24
0
29 Jul 2021
Contextualizing Meta-Learning via Learning to Decompose
Han-Jia Ye
Da-Wei Zhou
Lanqing Hong
Zhenguo Li
Xiu-Shen Wei
De-Chuan Zhan
240
9
0
15 Jun 2021
Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer
IEEE International Joint Conference on Neural Network (IJCNN), 2021
James Smith
Jonathan C. Balloch
Yen-Chang Hsu
Z. Kira
CLL
571
47
0
23 Jan 2021
Variable-Shot Adaptation for Online Meta-Learning
Tianhe Yu
Xinyang Geng
Chelsea Finn
Sergey Levine
CLL
OffRL
184
4
0
14 Dec 2020
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