Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1711.05769
Cited By
v1
v2 (latest)
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
15 November 2017
Arun Mallya
Svetlana Lazebnik
CLL
Re-assign community
ArXiv (abs)
PDF
HTML
Github (233★)
Papers citing
"PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning"
50 / 800 papers shown
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems
Isabelle Leang
Ganesh Sistu
Fabian Burger
Andrei Bursuc
S. Yogamani
291
55
0
07 Jan 2020
Frosting Weights for Better Continual Training
International Conference on Machine Learning and Applications (ICMLA), 2019
Xiaofeng Zhu
Feng Liu
Goce Trajcevski
Dingding Wang
FedML
AI4CE
CLL
201
5
0
07 Jan 2020
Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Jian-wei Peng
Bo Tang
Jiang Hao
Zhuo Li
Yinjie Lei
Tao Lin
Haifeng Li
AAML
CLL
167
41
0
19 Dec 2019
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion
Computer Vision and Pattern Recognition (CVPR), 2019
Hongxu Yin
Pavlo Molchanov
Zhizhong Li
J. Álvarez
Arun Mallya
Derek Hoiem
N. Jha
Jan Kautz
442
656
0
18 Dec 2019
Compacting, Picking and Growing for Unforgetting Continual Learning
Neural Information Processing Systems (NeurIPS), 2019
Steven C. Y. Hung
Cheng-Hao Tu
Cheng-En Wu
Chien-Hung Chen
Yi-Ming Chan
Chu-Song Chen
CLL
374
352
0
15 Oct 2019
Learning to Remember from a Multi-Task Teacher
Yuwen Xiong
Mengye Ren
R. Urtasun
CLL
KELM
OOD
153
4
0
10 Oct 2019
Biologically-Inspired Spatial Neural Networks
Zhiqing Zhang
Jacek Tabor
Marek Śmieja
Szymon Maszke
201
4
0
07 Oct 2019
Continual Learning in Neural Networks
Rahaf Aljundi
CLL
200
42
0
07 Oct 2019
A continual learning survey: Defying forgetting in classification tasks
Matthias De Lange
Rahaf Aljundi
Marc Masana
Sarah Parisot
Xu Jia
A. Leonardis
Greg Slabaugh
Tinne Tuytelaars
CLL
KELM
309
258
0
18 Sep 2019
Deep Elastic Networks with Model Selection for Multi-Task Learning
IEEE International Conference on Computer Vision (ICCV), 2019
Chanho Ahn
Eunwoo Kim
Songhwai Oh
186
55
0
11 Sep 2019
LAMOL: LAnguage MOdeling for Lifelong Language Learning
International Conference on Learning Representations (ICLR), 2019
Fan-Keng Sun
Cheng-Hao Ho
Hung-yi Lee
CLL
KELM
272
237
0
07 Sep 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks
IEEE International Conference on Computer Vision (ICCV), 2019
Andrea Burns
Reuben Tan
Kate Saenko
Stan Sclaroff
Bryan A. Plummer
VLM
158
28
0
17 Aug 2019
Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation
IEEE International Conference on Computer Vision (ICCV), 2019
Dongmin Park
Seokil Hong
Bohyung Han
Kyoung Mu Lee
AAML
CLL
269
46
0
08 Aug 2019
Context-Aware Multipath Networks
Dumindu Tissera
Kumara Kahatapitiya
Rukshan Wijesinghe
Subha Fernando
Ranga Rodrigo
98
7
0
26 Jul 2019
Adaptive Compression-based Lifelong Learning
British Machine Vision Conference (BMVC), 2019
Shivangi Srivastava
Maxim Berman
Matthew B. Blaschko
D. Tuia
CLL
157
10
0
23 Jul 2019
NetTailor: Tuning the Architecture, Not Just the Weights
Computer Vision and Pattern Recognition (CVPR), 2019
Pedro Morgado
Nuno Vasconcelos
MQ
104
29
0
29 Jun 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges
Information Fusion (Inf. Fusion), 2019
Timothée Lesort
Vincenzo Lomonaco
Andrei Stoian
Davide Maltoni
David Filliat
Natalia Díaz Rodríguez
CLL
350
287
0
29 Jun 2019
Task Agnostic Continual Learning via Meta Learning
Xu He
Jakub Sygnowski
Alexandre Galashov
Andrei A. Rusu
Yee Whye Teh
Razvan Pascanu
OOD
CLL
FedML
165
99
0
12 Jun 2019
Uncertainty-guided Continual Learning with Bayesian Neural Networks
International Conference on Learning Representations (ICLR), 2019
Sayna Ebrahimi
Mohamed Elhoseiny
Trevor Darrell
Marcus Rohrbach
CLL
BDL
301
209
0
06 Jun 2019
Continual learning with hypernetworks
International Conference on Learning Representations (ICLR), 2019
J. Oswald
Christian Henning
Benjamin Grewe
João Sacramento
CLL
427
392
0
03 Jun 2019
Progressive Learning of Low-Precision Networks
IEEE transactions on multimedia (IEEE TMM), 2019
Zhengguang Zhou
Wen-gang Zhou
Xutao Lv
Xuan Huang
Xiaoyu Wang
Houqiang Li
MQ
140
14
0
28 May 2019
Uncertainty-based Continual Learning with Adaptive Regularization
Neural Information Processing Systems (NeurIPS), 2019
Hongjoon Ahn
Sungmin Cha
Donggyu Lee
Taesup Moon
BDL
449
249
0
28 May 2019
Single-Net Continual Learning with Progressive Segmented Training (PST)
International Conference on Machine Learning and Applications (ICMLA), 2019
Xiaocong Du
Gouranga Charan
Frank Liu
Yu Cao
CLL
317
13
0
28 May 2019
Budget-Aware Adapters for Multi-Domain Learning
IEEE International Conference on Computer Vision (ICCV), 2019
Rodrigo Berriel
Stéphane Lathuilière
Moin Nabi
T. Klein
Thiago Oliveira-Santos
Andrii Zadaianchuk
Elisa Ricci
OOD
257
45
0
15 May 2019
Towards Efficient Model Compression via Learned Global Ranking
Computer Vision and Pattern Recognition (CVPR), 2019
Ting-Wu Chin
Ruizhou Ding
Cha Zhang
Diana Marculescu
222
184
0
28 Apr 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks
Eunwoo Kim
Chanho Ahn
Juil Sock
Songhwai Oh
80
12
0
09 Apr 2019
M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning
Peng Zhou
Long Mai
Jianming Zhang
N. Xu
Zuxuan Wu
L. Davis
CLL
VLM
189
58
0
03 Apr 2019
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots
Fabio Cermelli
Goran Frehse
Elisa Ricci
Barbara Caputo
237
3
0
01 Apr 2019
Many Task Learning with Task Routing
Gjorgji Strezoski
Nanne van Noord
Marcel Worring
MoE
196
108
0
28 Mar 2019
Gradient based sample selection for online continual learning
Neural Information Processing Systems (NeurIPS), 2019
Rahaf Aljundi
Min Lin
Baptiste Goujaud
Yoshua Bengio
BDL
CLL
579
947
0
20 Mar 2019
Class-incremental Learning via Deep Model Consolidation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Junting Zhang
Jie Zhang
Shalini Ghosh
Dawei Li
Serafettin Tasci
Larry Heck
Heming Zhang
C.-C. Jay Kuo
CLL
466
370
0
19 Mar 2019
Dense Classification and Implanting for Few-Shot Learning
Yann Lifchitz
Yannis Avrithis
Sylvaine Picard
Andrei Bursuc
VLM
184
202
0
12 Mar 2019
Online Meta-Learning
Chelsea Finn
Aravind Rajeswaran
Sham Kakade
Sergey Levine
CLL
357
296
0
22 Feb 2019
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence
Dahyun Kim
Jihwan Bae
Yeonsik Jo
Jonghyun Choi
OOD
CLL
118
22
0
03 Feb 2019
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
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data
O. Tasar
Y. Tarabalka
Pierre Alliez
CLL
176
141
0
29 Oct 2018
Marginal Replay vs Conditional Replay for Continual Learning
Timothée Lesort
A. Gepperth
Andrei Stoian
David Filliat
BDL
345
36
0
29 Oct 2018
Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks
Ting-Wu Chin
Cha Zhang
Diana Marculescu
144
49
0
01 Oct 2018
StackNet: Stacking Parameters for Continual learning
Jangho Kim
Jeesoo Kim
Nojun Kwak
CLL
201
6
0
07 Sep 2018
Catastrophic Importance of Catastrophic Forgetting
Albert Ierusalem
CLL
AI4CE
51
2
0
20 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention
Mateusz Malinowski
Carl Doersch
Adam Santoro
Peter W. Battaglia
OOD
275
98
0
01 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering
Bryan McCann
N. Keskar
Caiming Xiong
R. Socher
AIMat
MLLM
BDL
416
661
0
20 Jun 2018
Selfless Sequential Learning
Rahaf Aljundi
Marcus Rohrbach
Tinne Tuytelaars
CLL
224
120
0
14 Jun 2018
Adding New Tasks to a Single Network with Weight Transformations using Binary Masks
Goran Frehse
Elisa Ricci
Barbara Caputo
Samuel Rota Buló
222
56
0
28 May 2018
Meta Transfer Learning for Facial Emotion Recognition
Dung Nguyen Tien
Kien Nguyen
Sridha Sridharan
Iman Abbasnejad
David Dean
Clinton Fookes
117
20
0
25 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling
Shu Kong
Charless C. Fowlkes
262
40
0
03 May 2018
Cortex Neural Network: learning with Neural Network groups
Liyao (Mars) Gao
39
1
0
10 Apr 2018
Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization
Nicolas Y. Masse
Gregory D. Grant
David J. Freedman
232
304
0
02 Feb 2018
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights
Arun Mallya
Dillon Davis
Svetlana Lazebnik
CLL
287
36
0
19 Jan 2018
Overcoming catastrophic forgetting with hard attention to the task
Joan Serrà
Dídac Surís
M. Miron
Alexandros Karatzoglou
CLL
607
1,209
0
04 Jan 2018
Previous
1
2
3
...
14
15
16
Page 16 of 16
Page
of 16
Go
