Online Deep Learning: Learning Deep Neural Networks on the Fly

10 November 2017

Papers citing "Online Deep Learning: Learning Deep Neural Networks on the Fly"

23 / 23 papers shown

Title
Multimodal Online Federated Learning with Modality Missing in Internet of Things Heqiang Wang Xiang Liu Xiaoxiong Zhong Lixing Chen Fangming Liu Weizhe Zhang 41 0 0 22 May 2025
Online-BLS: An Accurate and Efficient Online Broad Learning System for Data Stream Classification Chunyu Lei Guang-Ze Chen Chong Chen Tianze Zhang 164 0 0 28 Jan 2025
MODL: Multilearner Online Deep Learning Antonios Valkanas Boris N. Oreshkin Mark Coates 107 2 0 28 May 2024
Federated Transfer Learning with Dynamic Gradient Aggregation Dimitrios Dimitriadis K. Kumatani R. Gmyr Yashesh Gaur Sefik Emre Eskimez FedML 88 15 0 06 Aug 2020
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 121 1,224 0 04 Aug 2017
Learning the Number of Neurons in Deep Networks J. Álvarez Mathieu Salzmann 185 413 0 19 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 468 5,373 0 05 Nov 2016
SOL: A Library for Scalable Online Learning Algorithms Yue-bo Wu Guosheng Lin Chenghao Liu Jing Lu Doyen Sahoo Nenghai Yu 26 18 0 28 Oct 2016
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 64 46 0 17 Aug 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 163 941 0 24 May 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 215 2,357 0 30 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 75 176 0 05 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Net2Net: Accelerating Learning via Knowledge Transfer Tianqi Chen Ian Goodfellow Jonathon Shlens 162 669 0 18 Nov 2015
Learning Neural Network Architectures using Backpropagation Suraj Srinivas R. Venkatesh Babu AI4CE 40 30 0 17 Nov 2015
Budget Online Multiple Kernel Learning Jing Lu Guosheng Lin Doyen Sahoo P. Zhao 21 2 0 16 Nov 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 161 1,682 0 22 Jul 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 261 1,198 0 30 Nov 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 346 2,240 0 18 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 477 43,658 0 17 Sep 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 129 1,385 0 10 Jun 2014
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 269 12,439 0 24 Jun 2012