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Benefits of temporal information for appearance-based gaze estimation

May 24, 2020
Cristina Palmero, Oleg V. Komogortsev, Sachin S. Talathi

* In ACM Symposium on Eye Tracking Research & Applications (ETRA), 2020 

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OpenEDS2020: Open Eyes Dataset

May 08, 2020
Cristina Palmero, Abhishek Sharma, Karsten Behrendt, Kapil Krishnakumar, Oleg V. Komogortsev, Sachin S. Talathi

* Description of dataset used in OpenEDS2020 challenge: 

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OpenEDS: Open Eye Dataset

May 17, 2019
Stephan J. Garbin, Yiru Shen, Immo Schuetz, Robert Cavin, Gregory Hughes, Sachin S. Talathi

* 11 pages; 12 figures 

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Deep Recurrent Neural Networks for seizure detection and early seizure detection systems

Jun 10, 2017
Sachin S. Talathi

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Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks

Jul 08, 2016
Darryl D. Lin, Sachin S. Talathi

* ICML2016 - Workshop on On-Device Intelligence 

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Improving performance of recurrent neural network with relu nonlinearity

Jun 23, 2016
Sachin S. Talathi, Aniket Vartak

* 10 pages 6 figures; under consideration for publication with ICLR 2016 

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Fixed Point Quantization of Deep Convolutional Networks

Jun 02, 2016
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy

* ICML 2016 

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Hyper-parameter optimization of Deep Convolutional Networks for object recognition

May 17, 2015
Sachin S. Talathi

* 4 pages, 1 figure, 3 tables, Submitted to ICIP 2015 

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Fast SVM training using approximate extreme points

Apr 04, 2013
Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi

* The manuscript in revised form has been submitted to J. Machine Learning Research 

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