Most-cited Computer Science papers of 2017, with free PDFs
The 25 most-cited Computer Science research papers published in 2017, ranked by citations in OpenAlex, with their original abstracts and free PDFs where available.
- ImageNet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever et al. · 2017 · 108,512 citations - DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou et al. · 2017 · 22,617 citations - GAN（Generative Adversarial Nets）
柴田 淳司 · 2017 · 21,178 citations · Free PDF - SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan, Alex Kendall et al. · 2017 · 19,896 citations · Free PDF - SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules
Antoine Daina, Olivier Alain Michielin et al. · 2017 · 18,119 citations · Free PDF - Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Christian Szegedy, Sergey Ioffe et al. · 2017 · 12,687 citations - Enriching Word Vectors with Subword Information
Piotr Bojanowski, Édouard Grave et al. · 2017 · 9,858 citations · Free PDF - Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Kai Zhang, Wangmeng Zuo et al. · 2017 · 9,186 citations · Free PDF - QuPath: Open source software for digital pathology image analysis
Peter Bankhead, Maurice Bernard Loughrey et al. · 2017 · 8,861 citations · Free PDF - DrugBank 5.0: a major update to the DrugBank database for 2018
David Scott Wishart, Yannick Djoumbou-Feunang et al. · 2017 · 8,424 citations - Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu et al. · 2017 · 7,813 citations · Free PDF - Julia: A Fresh Approach to Numerical Computing
Jeff Bezanson, Alan S. Edelman et al. · 2017 · 6,189 citations · Free PDF - A Survey on Mobile Edge Computing: The Communication Perspective
Yuyi Mao, Changsheng You et al. · 2017 · 5,699 citations - Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
Ranjay Krishna, Yuke Zhu et al. · 2017 · 5,298 citations · Free PDF - Deep Learning in Medical Image Analysis
Dinggang G. Shen, Guorong Wu et al. · 2017 · 4,898 citations · Free PDF - Deep Reinforcement Learning: A Brief Survey
Kai Arulkumaran, Marc Peter Deisenroth et al. · 2017 · 4,751 citations · Free PDF - The atomic simulation environment—a Python library for working with atoms
Ask Hjorth Larsen, Jens Jørgen Mortensen et al. · 2017 · 4,514 citations - Efficient Processing of Deep Neural Networks: A Tutorial and Survey
Vivienne Sze, Yu‐Hsin Chen et al. · 2017 · 4,241 citations - Places: A 10 Million Image Database for Scene Recognition
Bolei Zhou, Àgata Lapedriza et al. · 2017 · 4,118 citations - Learning without Forgetting
Zhizhong Li, Derek Hoiem · 2017 · 4,117 citations - Quantum sensing
Christian Lukas Degen, Friedemann Reinhard et al. · 2017 · 4,038 citations · Free PDF - Probabilistic Latent Semantic Indexing
Thomas Frank Hofmann · 2017 · 4,032 citations - Geometric Deep Learning: Going beyond Euclidean data
Michael M. Bronstein, Joan Bruna et al. · 2017 · 3,702 citations · Free PDF - UpSetR: an R package for the visualization of intersecting sets and their properties
Jake R. Conway, Alexander Lex et al. · 2017 · 3,618 citations · Free PDF - Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
Waseem Rawat, Zenghui Wang · 2017 · 3,527 citations
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