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Publications of Amir Gholami Amir Gholaminejad ( http://dblp.L3S.de/Authors/Amir_Gholami )

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Publication years (Num. hits)
2014-2018 (25) 2019 (9)
Publication types (Num. hits)
article(23) inproceedings(11)
Venues (Conferences, Journals, ...)
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Found 35 publication records. Showing 34 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Amir Gholami, Kurt Keutzer, George Biros ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tianjun Zhang, Zhewei Yao, Amir Gholami, Kurt Keutzer, Joseph Gonzalez, George Biros, Michael W. Mahoney ANODEV2: A Coupled Neural ODE Evolution Framework. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Inefficiency of K-FAC for Large Batch Size Training. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhen Dong, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph E. Gonzalez Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney Trust Region Based Adversarial Attack on Neural Networks. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sicheng Zhao, Amir Gholaminejad, Guiguang Ding, Yue Gao, Jungong Han, Kurt Keutzer Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals. Search on Bibsonomy TOMCCAP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Amir Gholaminejad, Kurt Keutzer, George Biros ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Noah Golmant, Nikita Vemuri, Zhewei Yao, Vladimir Feinberg, Amir Gholami, Kai Rothauge, Michael W. Mahoney, Joseph Gonzalez On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros PDE-constrained optimization in medical image analysis. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Norman Mu, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Parameter Re-Initialization through Cyclical Batch Size Schedules. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer SqueezeNext: Hardware-Aware Neural Network Design. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kiseok Kwon, Alon Amid, Amir Gholami, Bichen Wu, Krste Asanovic, Kurt Keutzer Co-Design of Deep Neural Nets and Neural Net Accelerators for Embedded Vision Applications. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter H. Jin, George Biros, Kurt Keutzer A Novel Domain Adaptation Framework for Medical Image Segmentation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Large batch size training of neural networks with adversarial training and second-order information. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney Hessian-based Analysis of Large Batch Training and Robustness to Adversaries. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney Trust Region Based Adversarial Attack on Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer SqueezeNext: Hardware-Aware Neural Network Design. Search on Bibsonomy CVPR Workshops The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter H. Jin, George Biros, Kurt Keutzer A Novel Domain Adaptation Framework for Medical Image Segmentation. Search on Bibsonomy BrainLes@MICCAI (2) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney Hessian-based Analysis of Large Batch Training and Robustness to Adversaries. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Ariful Azad, Peter H. Jin, Kurt Keutzer, Aydin Buluç Integrated Model, Batch, and Domain Parallelism in Training Neural Networks. Search on Bibsonomy SPAA The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Kiseok Kwon, Alon Amid, Amir Gholami, Bichen Wu, Krste Asanovic, Kurt Keutzer Co-design of deep neural nets and neural net accelerators for embedded vision applications. Search on Bibsonomy DAC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. Search on Bibsonomy CVPR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amir Gholami, Ariful Azad, Kurt Keutzer, Aydin Buluç Integrated Model and Data Parallelism in Training Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros A framework for scalable biophysics-based image analysis. Search on Bibsonomy SC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amir Gholami, Dhairya Malhotra, Hari Sundar, George Biros FFT, FMM, or Multigrid? A comparative Study of State-Of-the-Art Poisson Solvers for Uniform and Nonuniform Grids in the Unit Cube. Search on Bibsonomy SIAM J. Scientific Computing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Andreas Mang, Amir Gholami, George Biros Distributed-memory large deformation diffeomorphic 3D image registration. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Andreas Mang, Amir Gholami, George Biros Distributed-memory large deformation diffeomorphic 3D image registration. Search on Bibsonomy SC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Amir Gholami, Judith Hill, Dhairya Malhotra, George Biros AccFFT: A library for distributed-memory FFT on CPU and GPU architectures. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Amir Gholami, Dhairya Malhotra, Hari Sundar, George Biros FFT, FMM, or MULTIGRID? A comparative study of state-of-the-art poisson solvers. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Dhairya Malhotra, Amir Gholami, George Biros A Volume Integral Equation Stokes Solver for Problems with Variable Coefficients. Search on Bibsonomy SC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
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