Towards Modular Machine Learning Solution Development: Benefits and Trade-offs

23 January 2023

Papers citing "Towards Modular Machine Learning Solution Development: Benefits and Trade-offs"

12 / 12 papers shown

Title
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 221 170 0 13 Oct 2020
The Multilingual Amazon Reviews Corpus Phillip Keung Y. Lu György Szarvas Noah A. Smith 75 202 0 06 Oct 2020
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks Róbert Csordás Sjoerd van Steenkiste Jürgen Schmidhuber 91 95 0 05 Oct 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 183 4,449 0 07 Nov 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 139 18,134 0 28 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets Kenji Enomoto Ken Sakurada Weimin Wang Hiroshi Fukui M. Matsuoka Ryosuke Nakamura Nobuo Kawaguchi GAN 42 124 0 13 Oct 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 133 1,820 0 31 Aug 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 326 19,651 0 21 Nov 2016
Learning to Compose Neural Networks for Question Answering Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein NAI KELM BDL CoGe 99 568 0 07 Jan 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015