Analysis of dropout learning regarded as ensemble learning

20 June 2017

Papers citing "Analysis of dropout learning regarded as ensemble learning"

15 / 15 papers shown

Title
Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system P. Teutsch Philipp Pfeffer Mohammad Sharifi Ghazijahani Christian Cierpka J. Schumacher Patrick Mäder AI4CE 65 0 0 06 Jan 2025
Continual learning with the neural tangent ensemble Ari S. Benjamin Christian Pehle Kyle Daruwalla UQCV 141 1 0 30 Aug 2024
Why Neural Networks Work Sayan Mukherjee Bernardo A. Huberman 39 2 0 26 Nov 2022
Transformers Can Do Bayesian Inference Samuel G. Müller Noah Hollmann Sebastian Pineda Arango Josif Grabocka Frank Hutter BDL UQCV 113 170 0 20 Dec 2021
MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning Qiang He Yuxun Qu Chen Gong Xinwen Hou OffRL 85 10 0 22 Sep 2021
Ensemble-based Uncertainty Quantification: Bayesian versus Credal Inference M. Shaker Eyke Hüllermeier UD UQCV PER BDL 330 20 0 21 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 51 6 0 09 Jul 2021
General Multi-label Image Classification with Transformers Jack Lanchantin Tianlu Wang Vicente Ordonez Yanjun Qi ViT 80 268 0 27 Nov 2020
MLOD: A multi-view 3D object detection based on robust feature fusion method Jian Deng Krzysztof Czarnecki 3DPC 43 37 0 09 Sep 2019
Curriculum based Dropout Discriminator for Domain Adaptation V. Kurmi Vipul Bajaj K. Venkatesh Vinay P. Namboodiri OOD 99 14 0 24 Jul 2019
Neural Message Passing for Multi-Label Classification Jack Lanchantin Arshdeep Sekhon Yanjun Qi 64 38 0 17 Apr 2019
Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning Woojun Kim Myungsik Cho Y. Sung 49 55 0 18 Feb 2019
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology Bastian Rieck Matteo Togninalli Christian Bock Michael Moor Max Horn Thomas Gumbsch Karsten Borgwardt 93 111 0 23 Dec 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 90 44 0 20 Apr 2018
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 228 702 0 06 Dec 2017