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KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning

KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning

Computer Vision and Pattern Recognition (CVPR), 2020
11 September 2020
Li Yang
Zhezhi He
Junshan Zhang
Deliang Fan
    AAMLCLL
ArXiv (abs)PDFHTML

Papers citing "KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning"

6 / 6 papers shown
More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing
More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed RoutingInternational Conference on Learning Representations (ICLR), 2024
Sagi Shaier
Francisco Pereira
Katharina von der Wense
Lawrence E Hunter
Matt Jones
MoE
698
0
0
10 Oct 2024
Neural Weight Search for Scalable Task Incremental Learning
Neural Weight Search for Scalable Task Incremental LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Jian Jiang
Oya Celiktutan
CLL
177
11
0
24 Nov 2022
Learning Resolution-Adaptive Representations for Cross-Resolution Person
  Re-Identification
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-IdentificationIEEE Transactions on Image Processing (IEEE TIP), 2022
Lin Wu
Lingqiao Liu
Yang Wang
Zheng Zhang
F. Boussaïd
Bennamoun
218
32
0
09 Jul 2022
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution
SD-Conv: Towards the Parameter-Efficiency of Dynamic ConvolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Shwai He
Chenbo Jiang
Daize Dong
Liang Ding
182
6
0
05 Apr 2022
GROWN: GRow Only When Necessary for Continual Learning
GROWN: GRow Only When Necessary for Continual Learning
Li Yang
Sen Lin
Junshan Zhang
Deliang Fan
CLL
202
13
0
03 Oct 2021
$DA^3$:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device
  Multi-Domain Learning
DA3DA^3DA3:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning
Li Yang
Adnan Siraj Rakin
Deliang Fan
125
11
0
02 Dec 2020
1