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ORCIDSachin S. Talathi
Person information
- affiliation: 26 Value Partners LP, Spokane, WA, USA
- affiliation: Facebook, Redmond, WA, USA
- affiliation: Qualcomm Research, San Diego, CA, USA
- affiliation (PhD 2006): University of California, San Diego, CA, USA
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2020 – today
- 2024
[i10]Sarah Antiles, Sachin S. Talathi:
Open Stamped Parts Dataset. CoRR abs/2403.10369 (2024)- 2023
- [c14]Cristina Palmero
, Oleg V. Komogortsev, Sergio Escalera, Sachin S. Talathi:
Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation. ETRA 2023: 12:1-12:8 - 2022
- [j11]Aayush K. Chaudhary, Nitinraj Nair, Reynold J. Bailey, Jeff B. Pelz, Sachin S. Talathi, Gabriel J. Diaz:
Temporal RIT-Eyes: From real infrared eye-images to synthetic sequences of gaze behavior. IEEE Trans. Vis. Comput. Graph. 28(11): 3948-3958 (2022) - [c13]Stefan Stojanov, Sachin S. Talathi, Abhishek Sharma:
The Benefits of Depth Information for Head-Mounted Gaze Estimation. ETRA 2022: 29:1-29:7 - [c12]Zehua Zhang, David Crandall, Michael J. Proulx, Sachin S. Talathi, Abhishek Sharma:
Can Gaze Inform Egocentric Action Recognition? ETRA 2022: 33:1-33:7 - [c11]Conny Lu, Qian Zhang, Kapil Krishnakumar, Jixu Chen, Henry Fuchs, Sachin S. Talathi, Kun Liu:
Geometry-Aware Eye Image-To-Image Translation. ETRA 2022: 69:1-69:7 - [c10]Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Preface. Gaze Meets ML 2022: 1-2 - [c9]Yida Wang, Yiru Shen, David Joseph Tan, Federico Tombari, Sachin S. Talathi:
SecNet: Semantic Eye Completion in Implicit Field. Gaze Meets ML 2022: 241-256 - [e1]Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Proceedings of The 1st Gaze Meets ML workshop, in conjunction with the Annual Conference on Neural Information Processing Systems, 03 December 2022, New Orleans, USA. Proceedings of Machine Learning Research 210, PMLR 2022 [contents] - 2021
- [j10]Andre Golard, Sachin S. Talathi:
Ultrasound for Gaze Estimation - A Modeling and Empirical Study. Sensors 21(13): 4502 (2021) - [j9]Cristina Palmero, Abhishek Sharma, Karsten Behrendt, Kapil Krishnakumar, Oleg V. Komogortsev, Sachin S. Talathi:
OpenEDS2020 Challenge on Gaze Tracking for VR: Dataset and Results. Sensors 21(14): 4769 (2021) - [c8]Kara J. Emery, Marina Zannoli, James Warren, Lei Xiao, Sachin S. Talathi:
OpenNEEDS: A Dataset of Gaze, Head, Hand, and Scene Signals During Exploration in Open-Ended VR Environments. ETRA Short Papers 2021: 11:1-11:7 - [c7]Kara J. Emery, Marina Zannoli, Lei Xiao, James Warren, Sachin S. Talathi:
Estimating Gaze From Head and Hand Pose and Scene Images for Open-Ended Exploration in VR Environments. VR Workshops 2021: 554-555 - 2020
- [c6]Yiru Shen, Oleg Komogortsev, Sachin S. Talathi:
Domain Adaptation for Eye Segmentation. ECCV Workshops (1) 2020: 555-569 - [c5]Stephan Joachim Garbin, Oleg Komogortsev, Robert Cavin, Gregory Hughes, Yiru Shen, Immo Schuetz, Sachin S. Talathi:
Dataset for Eye Tracking on a Virtual Reality Platform. ETRA 2020: 13:1-13:10 - [c4]Cristina Palmero Cantariño, Oleg V. Komogortsev, Sachin S. Talathi:
Benefits of temporal information for appearance-based gaze estimation. ETRA Short Papers 2020: 20:1-20:5 - [c3]Andre Golard, Sachin S. Talathi:
Ultrasound for Gaze Estimation. ICPR Workshops (3) 2020: 369-376 - [i9]Cristina Palmero, Abhishek Sharma, Karsten Behrendt, Kapil Krishnakumar, Oleg V. Komogortsev, Sachin S. Talathi:
OpenEDS2020: Open Eyes Dataset. CoRR abs/2005.03876 (2020) - [i8]Cristina Palmero, Oleg V. Komogortsev, Sachin S. Talathi:
Benefits of temporal information for appearance-based gaze estimation. CoRR abs/2005.11670 (2020)
2010 – 2019
- 2019
- [i7]Stephan J. Garbin, Yiru Shen, Immo Schuetz, Robert Cavin, Gregory Hughes, Sachin S. Talathi:
OpenEDS: Open Eye Dataset. CoRR abs/1905.03702 (2019) - 2017
- [i6]Sachin S. Talathi:
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. CoRR abs/1706.03283 (2017) - 2016
- [c2]Darryl Dexu Lin, Sachin S. Talathi, V. Sreekanth Annapureddy:
Fixed Point Quantization of Deep Convolutional Networks. ICML 2016: 2849-2858 - [i5]Darryl Dexu Lin, Sachin S. Talathi:
Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks. CoRR abs/1607.02241 (2016) - 2015
- [j8]Shivakeshavan Ratnadurai-Giridharan, Pramod P. Khargonekar, Sachin S. Talathi:
Emergent gamma synchrony in all-to-all interneuronal networks. Frontiers Comput. Neurosci. 9: 127 (2015) - [c1]Sachin S. Talathi:
Hyper-parameter optimization of deep convolutional networks for object recognition. ICIP 2015: 3982-3986 - [i4]Sachin S. Talathi:
Hyper-parameter optimization of Deep Convolutional Networks for object recognition. CoRR abs/1501.07645 (2015) - [i3]Sachin S. Talathi, Aniket Vartak:
Improving performance of recurrent neural network with relu nonlinearity. CoRR abs/1511.03771 (2015) - [i2]Darryl Dexu Lin, Sachin S. Talathi, V. Sreekanth Annapureddy:
Fixed Point Quantization of Deep Convolutional Networks. CoRR abs/1511.06393 (2015) - 2014
- [j7]Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi:
Fast SVM training using approximate extreme points. J. Mach. Learn. Res. 15(1): 59-98 (2014) - 2013
- [i1]Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi:
Fast SVM training using approximate extreme points. CoRR abs/1304.1391 (2013) - 2012
- [j6]Erin R. Boykin, Pramod P. Khargonekar, Paul R. Carney, William O. Ogle, Sachin S. Talathi:
Detecting effective connectivity in networks of coupled neuronal oscillators. J. Comput. Neurosci. 32(3): 521-538 (2012) - 2011
- [j5]Sachin S. Talathi, Paul R. Carney, Pramod P. Khargonekar:
Control of neural synchrony using channelrhodopsin-2: a computational study. J. Comput. Neurosci. 31(1): 87-103 (2011) - 2010
- [j4]Nicholas Fisher, Sachin S. Talathi, Paul R. Carney, William L. Ditto:
Effects of phase on homeostatic spike rates. Biol. Cybern. 102(5): 427-440 (2010) - [j3]Sachin S. Talathi, Dong-Uk Hwang, Paul R. Carney, William L. Ditto:
Synchrony with shunting inhibition in a feedforward inhibitory network. J. Comput. Neurosci. 28(2): 305-321 (2010)
2000 – 2009
- 2008
- [j2]Sachin S. Talathi, Dong-Uk Hwang, William L. Ditto:
Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity. J. Comput. Neurosci. 25(2): 262-281 (2008) - 2004
- [j1]Henry D. I. Abarbanel, Leif Gibb, Gabriel B. Mindlin, Mikhail I. Rabinovich, Sachin S. Talathi:
Spike timing and synaptic plasticity in the premotor pathway of birdsong. Biol. Cybern. 91(3): 159-167 (2004)
Coauthor Index
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