Mahdi Ghorbani

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All published works

Action	Title	Year	Authors
+ PDF Chat	Compressing Structured Tensor Algebra	2024	Mahdi Ghorbani Emilien Bauer Tobias Grosser Amir Shaikhha
+ PDF Chat	PyTond: Efficient Python Data Science on the Shoulders of Databases	2024	Hesam Shahrokhi Amirali Kaboli Mahdi Ghorbani Amir Shaikhha
+ PDF Chat	PyTond: Efficient Python Data Science on the Shoulders of Databases	2024	Hesam Shahrokhi Amirali Kaboli Mahdi Ghorbani Amir Shaikhha
+	Hinted Dictionaries: Efficient Functional Ordered Sets and Maps	2022	Amir Shaikhha Mahdi Ghorbani Hesam Shahrokhi
+	Compiling Structured Tensor Algebra	2022	Mahdi Ghorbani Mathieu Huot Shideh Hashemian Amir Shaikhha
+	Fine-Tuning Data Structures for Analytical Query Processing	2021	Amir Shaikhha Marios Kelepeshis Mahdi Ghorbani
+	Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer	2020	Mahdi Ghorbani Fahimeh Fooladgar Shohreh Kasaei

Common Coauthors

Coauthor	Papers Together
Amir Shaikhha	6
Hesam Shahrokhi	3
Amirali Kaboli	2
Marios Kelepeshis	1
Mathieu Huot	1
Shideh Hashemian	1
Emilien Bauer	1
Tobias Grosser	1
Fahimeh Fooladgar	1
Shohreh Kasaei	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	Learning Deconvolution Network for Semantic Segmentation	2015	Hyeonwoo Noh Seunghoon Hong Bohyung Han	1
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	1
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	1
+	Do Deep Nets Really Need to be Deep?	2013	Jimmy Ba Rich Caruana	1
+	Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation	2014	Emily Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus	1
+	Compressing Neural Networks with the Hashing Trick	2015	Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ PDF Chat	XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks	2016	Mohammad Rastegari Vicente Ordóñez Joseph Redmon Ali Farhadi	1
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1	2016	Matthieu Courbariaux Itay Hubara Daniel Soudry Ran El‐Yaniv Yoshua Bengio	1
+	SGDR: Stochastic Gradient Descent with Warm Restarts	2016	Ilya Loshchilov Frank Hutter	1
+ PDF Chat	Xception: Deep Learning with Depthwise Separable Convolutions	2017	François Chollet	1
+ PDF Chat	Aggregated Residual Transformations for Deep Neural Networks	2017	Saining Xie Ross Girshick Piotr Dollár Zhuowen Tu Kaiming He	1
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	1
+	Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer	2016	Sergey Zagoruyko Nikos Komodakis	1
+	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	2017	Andrew Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand Marco Andreetto Hartwig Adam	1
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	1
+	Indoor Scene Understanding in 2.5/3D: A Survey.	2018	Muzammal Naseer Salman Khan Fatih Porikli	1
+	Light-Weight RefineNet for Real-Time Semantic Segmentation	2018	Vladimir Nekrasov Chunhua Shen Ian Reid	1
+	Improving Fast Segmentation With Teacher-student Learning	2018	Jiafeng Xie Bing Shuai Jian-Fang Hu Jingyang Lin Wei‐Shi Zheng	1
+	KTAN: Knowledge Transfer Adversarial Network	2018	Peiye Liu Wu Liu Huadóng Ma Tao Mei Mingoo Seok	1
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	1
+	Pruning Filters for Efficient ConvNets	2016	Hao Li Asim Kadav Igor Đurđanović Hanan Samet Hans Peter Graf	1
+	Learning Structured Sparsity in Deep Neural Networks	2016	Wei Wen Chunpeng Wu Yandan Wang Yiran Chen Hai Li	1
+ PDF Chat	Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference	2018	Benoit Jacob Skirmantas Kligys Bo Chen Menglong Zhu Matthew F. Tang Andrew Howard Hartwig Adam Dmitry Kalenichenko	1
+ PDF Chat	ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	2018	Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun	1
+ PDF Chat	MEAL: Multi-Model Ensemble via Adversarial Learning	2019	Zhiqiang Shen Zhankui He Xiangyang Xue	1
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	1
+ PDF Chat	CondenseNet: An Efficient DenseNet Using Learned Group Convolutions	2018	Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	Knowledge Distillation with Adversarial Samples Supporting Decision Boundary	2019	Byeongho Heo Minsik Lee Sangdoo Yun Jin Young Choi	1
+	FitNets: Hints for Thin Deep Nets	2014	Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang Carlo Gatta Yoshua Bengio	1
+	Knowledge Distillation by On-the-Fly Native Ensemble	2018	Lan Xu Xiatian Zhu Shaogang Gong	1
+ PDF Chat	A survey of deep learning techniques for autonomous driving	2019	Sorin Grigorescu Bogdan Trăsnea Tiberiu Cocias Gigel Măceşanu	1
+	Distilling Pixel-Wise Feature Similarities for Semantic Segmentation	2019	Yuhu Shan	1
+	MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks	2019	Yunteng Luan Hanyu Zhao Zhi Yang Yafei Dai	1
+ PDF Chat	Online Knowledge Distillation with Diverse Peers	2020	Defang Chen Jian-Ping Mei Can Wang Feng Yan Chun Chen	1
+ PDF Chat	Improved Knowledge Distillation via Teacher Assistant	2020	Seyed Iman Mirzadeh Mehrdad Farajtabar Ang Li Nir Levine Akihiro Matsukawa Hassan Ghasemzadeh	1
+	Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images.	2019	Fahimeh Fooladgar Shohreh Kasaei	1
+ PDF Chat	Lightweight residual densely connected convolutional neural network	2020	Fahimeh Fooladgar Shohreh Kasaei	1
+ PDF Chat	A Survey of Deep Learning Applications to Autonomous Vehicle Control	2020	Sampo Kuutti Richard Bowden Yaochu Jin Phil Barber Saber Fallah	1
+ PDF Chat	BlockQNN: Efficient Block-Wise Neural Network Architecture Generation	2020	Zhao Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng‐Lin Liu	1
+ PDF Chat	Knowledge Distillation: A Survey	2021	Jianping Gou Baosheng Yu Stephen J. Maybank Dacheng Tao	1
+ PDF Chat	Towards scalable dataframe systems	2020	Devin Petersohn Stephen Macke Doris Xin William Ma Doris Lee Xiangxi Mo Joseph E. Gonzalez Joseph M. Hellerstein Anthony D. Joseph Aditya Parameswaran	1
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling	2015	Vijay Badrinarayanan Ankur Handa Roberto Cipolla	1