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  4. Cited By
CORe50: a New Dataset and Benchmark for Continuous Object Recognition

CORe50: a New Dataset and Benchmark for Continuous Object Recognition

9 May 2017
Vincenzo Lomonaco
Davide Maltoni
ArXiv (abs)PDFHTML

Papers citing "CORe50: a New Dataset and Benchmark for Continuous Object Recognition"

50 / 305 papers shown
A CNN-based Feature Space for Semi-supervised Incremental Learning in
  Assisted Living Applications
A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications
Tobias Scheck
A. P. Grassi
G. Hirtz
SSL
99
1
0
11 Nov 2020
A Self-supervised Learning System for Object Detection in Videos Using
  Random Walks on Graphs
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs
Juntao Tan
Changkyu Song
Abdeslam Boularias
SSL
201
2
0
10 Nov 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jun Ma
Yao Zhang
Song Gu
Cheng Zhu
Cheng Ge
...
Shangqing Liu
Yunpeng Wang
Yuhui Li
Jian He
Xiaoping Yang
SSegOOD
465
428
0
28 Oct 2020
Improved Multi-Source Domain Adaptation by Preservation of Factors
Improved Multi-Source Domain Adaptation by Preservation of Factors
Sebastian Schrom
Stephan Hasler
J. Adamy
OOD
167
7
0
15 Oct 2020
Continual learning using hash-routed convolutional neural networks
Continual learning using hash-routed convolutional neural networks
A. Berjaoui
BDLCLL
95
1
0
09 Oct 2020
The Effectiveness of Memory Replay in Large Scale Continual Learning
The Effectiveness of Memory Replay in Large Scale Continual Learning
Yogesh Balaji
Mehrdad Farajtabar
Dong Yin
Alex Mott
Ang Li
194
42
0
06 Oct 2020
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable
  Networks
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable NetworksIEEE Transactions on Cognitive and Developmental Systems (TCDS), 2020
Sudhakaran Jain
Hamidreza Kasaei
3DPC
177
4
0
15 Sep 2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches,
  Results, Current Challenges and Future Directions
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future DirectionsArtificial Intelligence (AIJ), 2020
Vincenzo Lomonaco
Lorenzo Pellegrini
Pau Rodríguez López
Massimo Caccia
Qi She
...
G. I. Parisi
Nikhil Churamani
Marc Pickett
I. Laradji
Davide Maltoni
CLL
181
49
0
14 Sep 2020
Memory Efficient Class-Incremental Learning for Image Classification
Memory Efficient Class-Incremental Learning for Image Classification
Hanbin Zhao
Haibo Wang
Yongjian Fu
Leilei Gan
Xi Li
CLLVLM
266
98
0
04 Aug 2020
A Biologically Plausible Audio-Visual Integration Model for Continual
  Learning
A Biologically Plausible Audio-Visual Integration Model for Continual LearningIEEE International Joint Conference on Neural Network (IJCNN), 2020
Wenjie Chen
Fengtong Du
Ye Wang
Lihong Cao
CLL
124
0
0
17 Jul 2020
SpaceNet: Make Free Space For Continual Learning
SpaceNet: Make Free Space For Continual LearningNeurocomputing (Neurocomputing), 2020
Ghada Sokar
Decebal Constantin Mocanu
Mykola Pechenizkiy
CLL
229
85
0
15 Jul 2020
Batch-level Experience Replay with Review for Continual Learning
Batch-level Experience Replay with Review for Continual Learning
Zheda Mai
Hyunwoo J. Kim
Jihwan Jeong
Scott Sanner
VLMCLL
113
18
0
11 Jul 2020
Wandering Within a World: Online Contextualized Few-Shot Learning
Wandering Within a World: Online Contextualized Few-Shot LearningInternational Conference on Learning Representations (ICLR), 2020
Mengye Ren
Michael L. Iuzzolino
Michael C. Mozer
R. Zemel
CLL
241
33
0
09 Jul 2020
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural
  Networks with Replay Processes
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes
Timothée Lesort
CLL
372
24
0
01 Jul 2020
Crossmodal Language Grounding in an Embodied Neurocognitive Model
Crossmodal Language Grounding in an Embodied Neurocognitive ModelFrontiers in Neurorobotics (FN), 2020
Stefan Heinrich
Yuan Yao
Tobias Hinz
Zhiyuan Liu
Thomas Hummel
Matthias Kerzel
C. Weber
S. Wermter
LM&Ro
179
19
0
24 Jun 2020
Continual Representation Learning for Biometric Identification
Continual Representation Learning for Biometric Identification
Bo Zhao
Weizhen He
Dapeng Chen
Hakan Bilen
Rui Zhao
CLL
271
47
0
08 Jun 2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
Arthur Douillard
Matthieu Cord
Charles Ollion
Thomas Robert
Eduardo Valle
CLL
163
6
0
28 Apr 2020
Continual Learning of Object Instances
Continual Learning of Object Instances
Kishan Parshotam
Mert Kilickaya
CLL
140
4
0
22 Apr 2020
Boosting Deep Open World Recognition by Clustering
Boosting Deep Open World Recognition by ClusteringIEEE Robotics and Automation Letters (RA-L), 2020
Dario Fontanel
Fabio Cermelli
Goran Frehse
Samuel Rota Buló
Elisa Ricci
Barbara Caputo
223
23
0
20 Apr 2020
Continual Learning for Anomaly Detection in Surveillance Videos
Continual Learning for Anomaly Detection in Surveillance Videos
Keval Doshi
Y. Yilmaz
528
127
0
15 Apr 2020
Defining Benchmarks for Continual Few-Shot Learning
Defining Benchmarks for Continual Few-Shot Learning
Antreas Antoniou
Massimiliano Patacchiola
Mateusz Ochal
Amos Storkey
198
41
0
15 Apr 2020
Thalamo-cortical spiking model of incremental learning combining
  perception, context and NREM-sleep-mediated noise-resilience
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience
B. Golosio
Chiara De Luca
C. Capone
E. Pastorelli
G. Stegel
Gianmarco Tiddia
G. Bonis
P. Paolucci
CLL
306
23
0
26 Mar 2020
Online Continual Learning on Sequences
Online Continual Learning on Sequences
G. I. Parisi
Vincenzo Lomonaco
CLL
125
29
0
20 Mar 2020
Incremental Few-Shot Object Detection
Incremental Few-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020
Juan-Manuel Perez-Rua
Xiatian Zhu
Timothy M. Hospedales
Tao Xiang
ObjDCLL
173
251
0
10 Mar 2020
The iCub multisensor datasets for robot and computer vision applications
The iCub multisensor datasets for robot and computer vision applicationsInternational Conference on Multimodal Interaction (ICMI), 2020
M. Kirtay
Ugo Albanese
Lorenzo Vannucci
G. Schillaci
Cecilia Laschi
Egidio Falotico
170
4
0
04 Mar 2020
Learning to Continually Learn
Learning to Continually LearnEuropean Conference on Artificial Intelligence (ECAI), 2020
Shawn L. E. Beaulieu
Lapo Frati
Thomas Miconi
Joel Lehman
Kenneth O. Stanley
Jeff Clune
Nick Cheney
KELMCLL
223
159
0
21 Feb 2020
Continual egocentric object recognition
Continual egocentric object recognitionEuropean Conference on Artificial Intelligence (ECAI), 2019
L. Erculiani
Fausto Giunchiglia
Baptiste Caramiaux
CLLEgoV
120
14
0
06 Dec 2019
Latent Replay for Real-Time Continual Learning
Latent Replay for Real-Time Continual LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Lorenzo Pellegrini
G. Graffieti
Vincenzo Lomonaco
Davide Maltoni
CLL
435
176
0
02 Dec 2019
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong
  Deep Learning
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep LearningIEEE International Conference on Robotics and Automation (ICRA), 2019
Qi She
Fan Feng
Xinyue Hao
Qihan Yang
Chuanlin Lan
...
Zhengwei Wang
Yao Guo
Yimin Zhang
Fei Qiao
Rosa H. M. Chan
VLM
336
82
0
15 Nov 2019
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in
  Incremental Task Lifelong Learning
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong LearningNeural Computation (Neural Comput.), 2019
Hang Zhou
Ziwei Liu
Chenglei Wu
Ping Luo
Lifeng Sun
CLL
221
24
0
24 Oct 2019
REMIND Your Neural Network to Prevent Catastrophic Forgetting
REMIND Your Neural Network to Prevent Catastrophic ForgettingEuropean Conference on Computer Vision (ECCV), 2019
Tyler L. Hayes
Kushal Kafle
Robik Shrestha
Manoj Acharya
Christopher Kanan
CLL
423
330
0
06 Oct 2019
Lifelong Machine Learning with Deep Streaming Linear Discriminant
  Analysis
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis
Tyler L. Hayes
Christopher Kanan
CLL
347
159
0
04 Sep 2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Vincenzo Lomonaco
Davide Maltoni
Lorenzo Pellegrini
CLLVLM
223
70
0
08 Jul 2019
Continual Learning for Robotics: Definition, Framework, Learning
  Strategies, Opportunities and Challenges
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and ChallengesInformation Fusion (Inf. Fusion), 2019
Timothée Lesort
Vincenzo Lomonaco
Andrei Stoian
Davide Maltoni
David Filliat
Natalia Díaz Rodríguez
CLL
350
287
0
29 Jun 2019
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition
Knowledge is Never Enough: Towards Web Aided Deep Open World RecognitionIEEE International Conference on Robotics and Automation (ICRA), 2019
Goran Frehse
H. Karaoğuz
Elisa Ricci
Patric Jensfelt
Barbara Caputo
160
25
0
04 Jun 2019
Sequential mastery of multiple visual tasks: Networks naturally learn to
  learn and forget to forget
Sequential mastery of multiple visual tasks: Networks naturally learn to learn and forget to forgetComputer Vision and Pattern Recognition (CVPR), 2019
Guy Davidson
Michael C. Mozer
CLL
307
24
0
26 May 2019
Continual Reinforcement Learning in 3D Non-stationary Environments
Continual Reinforcement Learning in 3D Non-stationary Environments
Vincenzo Lomonaco
Karan Desai
Eugenio Culurciello
Davide Maltoni
OffRL
192
46
0
24 May 2019
Learning joint reconstruction of hands and manipulated objects
Learning joint reconstruction of hands and manipulated objects
Yana Hasson
Gül Varol
Dimitrios Tzionas
Igor Kalevatykh
Michael J. Black
Ivan Laptev
Cordelia Schmid
3DH
334
606
0
11 Apr 2019
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots
Fabio Cermelli
Goran Frehse
Elisa Ricci
Barbara Caputo
237
3
0
01 Apr 2019
Exploring the Challenges towards Lifelong Fact Learning
Exploring the Challenges towards Lifelong Fact Learning
Mohamed Elhoseiny
F. Babiloni
Rahaf Aljundi
Marcus Rohrbach
Manohar Paluri
Tinne Tuytelaars
126
12
0
26 Dec 2018
Overcoming Catastrophic Forgetting by Soft Parameter Pruning
Overcoming Catastrophic Forgetting by Soft Parameter Pruning
Jian-wei Peng
Jiang Hao
Zhuo Li
Enqiang Guo
X. Wan
Min Deng
Qing Zhu
Haifeng Li
CLL
74
5
0
04 Dec 2018
Partitioned Variational Inference: A unified framework encompassing
  federated and continual learning
Partitioned Variational Inference: A unified framework encompassing federated and continual learning
T. Bui
Cuong V Nguyen
S. Swaroop
Richard Turner
FedML
229
58
0
27 Nov 2018
Towards Training Recurrent Neural Networks for Lifelong Learning
Towards Training Recurrent Neural Networks for Lifelong Learning
Shagun Sodhani
A. Chandar
Yoshua Bengio
CLL
171
19
0
16 Nov 2018
On the role of neurogenesis in overcoming catastrophic forgetting
On the role of neurogenesis in overcoming catastrophic forgetting
G. I. Parisi
Jongsoo Keum
Hojung Nam
CLLOffRL
129
15
0
06 Nov 2018
Don't forget, there is more than forgetting: new metrics for Continual
  Learning
Don't forget, there is more than forgetting: new metrics for Continual Learning
Natalia Díaz Rodríguez
Vincenzo Lomonaco
David Filliat
Davide Maltoni
CLL
217
180
0
31 Oct 2018
Video Object Segmentation using Teacher-Student Adaptation in a Human
  Robot Interaction (HRI) Setting
Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting
Mennatullah Siam
Chen Jiang
S. Lu
Laura Petrich
Mahmoud Gamal
Mohamed Elhoseiny
Martin Jägersand
VOS
338
79
0
17 Oct 2018
Memory Efficient Experience Replay for Streaming Learning
Memory Efficient Experience Replay for Streaming Learning
Tyler L. Hayes
N. Cahill
Christopher Kanan
292
255
0
16 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy
Boyuan Feng
Kun Wan
Shu Yang
Yufei Ding
234
5
0
07 Sep 2018
Continuous Learning in Single-Incremental-Task Scenarios
Continuous Learning in Single-Incremental-Task Scenarios
Davide Maltoni
Vincenzo Lomonaco
CLL
282
328
0
22 Jun 2018
The Toybox Dataset of Egocentric Visual Object Transformations
The Toybox Dataset of Egocentric Visual Object Transformations
Xiaohan Wang
Tengyu Ma
James Ainooson
Seunghwan Cha
Xiaotian Wang
Azhar Molla
M. Kunda
ViT
143
12
0
15 Jun 2018
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