WLD-Reg: A Data-dependent Within-layer Diversity Regularizer

WLD-Reg: A Data-dependent Within-layer Diversity Regularizer

3 January 2023

Jenni Raitoharju

Alexandros Iosifidis

Papers citing "WLD-Reg: A Data-dependent Within-layer Diversity Regularizer"

11 / 11 papers shown

Title
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression Farhad Pakdaman M. Gabbouj 26 3 0 16 Mar 2024
Convolutional autoencoder-based multimodal one-class classification Firas Laakom Fahad Sohrab Jenni Raitoharju Alexandros Iosifidis M. Gabbouj DRL 16 2 0 25 Sep 2023
Variance-Covariance Regularization Improves Representation Learning Jiachen Zhu Katrina Evtimova Yubei Chen Ravid Shwartz-Ziv Yann LeCun SSL 20 7 0 23 Jun 2023
On Feature Diversity in Energy-based Models Firas Laakom Jenni Raitoharju Alexandros Iosifidis M. Gabbouj 24 7 0 02 Jun 2023
Learning distinct features helps, provably Firas Laakom Jenni Raitoharju Alexandros Iosifidis M. Gabbouj MLT 28 6 0 10 Jun 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 249 36,362 0 25 Aug 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014
Determinantal point processes for machine learning Alex Kulesza B. Taskar 162 1,122 0 25 Jul 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012