Papers
Communities
Events
Blog
Pricing
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 / 751 papers shown
Title
Reviewing continual learning from the perspective of human-level intelligence
Yifan Chang
Wenbo Li
Jian Peng
Bo Tang
Yuzhi Kang
Yinjie Lei
Yuanmiao Gui
Qing Zhu
Yu Liu
Haifeng Li
108
4
0
23 Nov 2021
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning
H. Sahbi
Haoming Zhan
AI4CE
47
2
0
22 Nov 2021
TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification
Jianping Mei
Yilun Zheng
Qianwei Zhou
Rui Yan
VLM
CLL
115
6
0
05 Nov 2021
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines
Ajmal Shahbaz
Salman Khan
M. Hossain
Vincenzo Lomonaco
Kevin J. Cannons
Zhan Xu
Fabio Cuzzolin
CLL
MU
66
4
0
27 Oct 2021
Multi-Domain Incremental Learning for Semantic Segmentation
Prachi Garg
Rohit Saluja
V. Balasubramanian
Chetan Arora
A. Subramanian
C. V. Jawahar
CLL
104
36
0
23 Oct 2021
HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification
Kai Wang
Xialei Liu
Luis Herranz
Joost van de Weijer
CLL
114
4
0
21 Oct 2021
Class Incremental Online Streaming Learning
S. Banerjee
Vinay Kumar Verma
T. Parag
M. Singh
Vinay P. Namboodiri
CLL
51
4
0
20 Oct 2021
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference
Hyun-woo Koh
Dahyun Kim
Jung-Woo Ha
Jonghyun Choi
CLL
65
69
0
19 Oct 2021
FedSpeech: Federated Text-to-Speech with Continual Learning
Ziyue Jiang
Yi Ren
Ming Lei
Zhou Zhao
FedML
166
28
0
14 Oct 2021
Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks
Ghada Sokar
Decebal Constantin Mocanu
Mykola Pechenizkiy
CLL
94
8
0
11 Oct 2021
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Danruo Deng
Guangyong Chen
Jianye Hao
Qiong Wang
Pheng-Ann Heng
CLL
AAML
58
82
0
09 Oct 2021
Powerpropagation: A sparsity inducing weight reparameterisation
Jonathan Richard Schwarz
Siddhant M. Jayakumar
Razvan Pascanu
P. Latham
Yee Whye Teh
194
55
0
01 Oct 2021
Recent Advances of Continual Learning in Computer Vision: An Overview
Haoxuan Qu
Hossein Rahmani
Li Xu
Bryan M. Williams
Jun Liu
VLM
CLL
136
78
0
23 Sep 2021
Neural network relief: a pruning algorithm based on neural activity
Aleksandr Dekhovich
David Tax
M. Sluiter
Miguel A. Bessa
115
11
0
22 Sep 2021
AirLoop: Lifelong Loop Closure Detection
Dasong Gao
Chen Wang
Sebastian Scherer
65
16
0
18 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers
Zhuang Li
Zhuang Li
Gholamreza Haffari
CLL
88
15
0
11 Sep 2021
Saliency Guided Experience Packing for Replay in Continual Learning
Gobinda Saha
Kaushik Roy
VLM
KELM
CLL
136
23
0
10 Sep 2021
On robustness of generative representations against catastrophic forgetting
Wojciech Masarczyk
Kamil Deja
Tomasz Trzciñski
48
3
0
04 Sep 2021
Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision
Zhong Ji
Jin Li
Qiang Wang
Zhongfei Zhang
CLL
74
19
0
03 Sep 2021
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation
Tiantian Zhang
Xueqian Wang
Bin Liang
Bo Yuan
OffRL
80
18
0
01 Sep 2021
Compact representations of convolutional neural networks via weight pruning and quantization
Giosuè Cataldo Marinò
A. Petrini
D. Malchiodi
Marco Frasca
MQ
23
4
0
28 Aug 2021
Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts
Yujiang He
AI4TS
CLL
53
2
0
24 Aug 2021
Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data
Zhipeng Cai
Ozan Sener
V. Koltun
CLL
65
87
0
20 Aug 2021
An Investigation of Replay-based Approaches for Continual Learning
Benedikt Bagus
A. Gepperth
CLL
84
35
0
15 Aug 2021
Continual Semi-Supervised Learning through Contrastive Interpolation Consistency
Matteo Boschini
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
CLL
75
41
0
14 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations
Zike Yan
Yuxin Tian
Xuesong Shi
Ping Guo
Peng Wang
H. Zha
CLL
71
47
0
12 Aug 2021
DIODE: Dilatable Incremental Object Detection
Can Peng
Kun-li Zhao
Sam Maksoud
Tianren Wang
Brian C. Lovell
CLL
ObjD
121
9
0
12 Aug 2021
Discriminative Distillation to Reduce Class Confusion in Continual Learning
Changhong Zhong
Z. Cui
Ruixuan Wang
Weishi Zheng
57
1
0
11 Aug 2021
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning
Yan Bai
J. Jiao
Shengsen Wu
Yihang Lou
Jun Liu
Xuetao Feng
Ling-yu Duan
79
7
0
06 Aug 2021
Generalized Source-free Domain Adaptation
Shiqi Yang
Yaxing Wang
Joost van de Weijer
Luis Herranz
Shangling Jui
TTA
96
259
0
03 Aug 2021
Sequoia: A Software Framework to Unify Continual Learning Research
Fabrice Normandin
Florian Golemo
O. Ostapenko
Pau Rodríguez López
Matthew D Riemer
...
Dominic Zhao
Timothée Lesort
Laurent Charlin
Irina Rish
Massimo Caccia
CLL
105
21
0
02 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models
Weixia Zhang
Kede Ma
Guangtao Zhai
Xiaokang Yang
VLM
105
24
0
28 Jul 2021
In Defense of the Learning Without Forgetting for Task Incremental Learning
Guy Oren
Lior Wolf
CLL
63
16
0
26 Jul 2021
More Parameters? No Thanks!
Zeeshan Khan
Kartheek Akella
Vinay P. Namboodiri
C. V. Jawahar
40
1
0
20 Jul 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
Binzong Geng
Fajie Yuan
Qiancheng Xu
Ying Shen
Ruifeng Xu
Min Yang
CLL
82
36
0
17 Jul 2021
Kernel Continual Learning
Mohammad Mahdi Derakhshani
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
CLL
BDL
VLM
127
38
0
12 Jul 2021
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification
Giampaolo Bovenzi
Lixuan Yang
A. Finamore
Giuseppe Aceto
D. Ciuonzo
A. Pescapé
Dario Rossi
77
23
0
09 Jul 2021
Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research
J. Luis
E. Crawley
B. Cameron
OffRL
77
6
0
07 Jul 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
Jong-Yeong Kim
Dong-Wan Choi
CLL
66
25
0
03 Jul 2021
Co
2
^2
2
L: Contrastive Continual Learning
Hyuntak Cha
Jaeho Lee
Jinwoo Shin
CLL
SSL
VLM
147
309
0
28 Jun 2021
Learning without Forgetting for 3D Point Cloud Objects
T. Chowdhury
Mahira Jalisha
A. Cheraghian
Shafin Rahman
3DPC
80
9
0
27 Jun 2021
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification
Binzong Geng
Min Yang
Fajie Yuan
Shupeng Wang
Xiang Ao
Ruifeng Xu
CLL
77
19
0
21 Jun 2021
Graceful Degradation and Related Fields
J. Dymond
77
4
0
21 Jun 2021
Invariant Information Bottleneck for Domain Generalization
Yue Liu
Yifei Shen
Yezhen Wang
Wenzhen Zhu
Colorado Reed
Jun Zhang
Dongsheng Li
Kurt Keutzer
Han Zhao
OOD
97
117
0
11 Jun 2021
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework
Pavan Kumar Anasosalu Vasu
Shreyas Saxena
Oncel Tuzel
38
5
0
11 Jun 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning
J. Hurtado
Alain Raymond-Sáez
Alvaro Soto
CLL
89
38
0
09 Jun 2021
Ex uno plures: Splitting One Model into an Ensemble of Subnetworks
Zhilu Zhang
Vianne R. Gao
M. Sabuncu
UQCV
101
6
0
09 Jun 2021
Model Zoo: A Growing "Brain" That Learns Continually
Rahul Ramesh
Pratik Chaudhari
CLL
FedML
111
66
0
06 Jun 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?
Dinghuai Zhang
Kartik Ahuja
Yilun Xu
Yisen Wang
Aaron Courville
OOD
99
96
0
05 Jun 2021
A study on the plasticity of neural networks
Tudor Berariu
Wojciech M. Czarnecki
Soham De
J. Bornschein
Samuel L. Smith
Razvan Pascanu
Claudia Clopath
CLL
AI4CE
81
32
0
31 May 2021
Previous
1
2
3
...
11
12
13
14
15
16
Next