Aditya Kusupati

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Manik VarmaPartner Researcher, Microsoft Research India; Adjunct Professor of Computer Science, IIT DelhiVerified email at microsoft.com
Prateek JainGoogle Research IndiaVerified email at google.com
Ali FarhadiProfessor, Computer Science and Engineering, University of WashingtonVerified email at cs.uw.edu
Ashish KumarUC BerkeleyVerified email at berkeley.edu
Sham M KakadeHarvard UniversityVerified email at seas.harvard.edu
Vivek RamanujanUniversity of WashingtonVerified email at cs.washington.edu
Raghav SomaniUniversity of WashingtonVerified email at cs.washington.edu
Kush BhatiaUniversity of California, BerkeleyVerified email at berkeley.edu
Matthew WallingfordUniversity of WashingtonVerified email at cs.washington.edu
Oindrila SahaMicrosoft Research, IIT KharagpurVerified email at microsoft.com
Harsha Vardhan SimhadriMicrosoft ResearchVerified email at microsoft.com
Mitchell WortsmanUniversity of WashingtonVerified email at cs.washington.edu
Sridhar GopinathCompiler Engineer at AppleVerified email at apple.com
Aniruddha KembhaviResearch Manager, PRIOR, Allen Institute of Artificial IntelligenceVerified email at allenai.org
Chirag GuptaCarnegie Mellon UniversityVerified email at cmu.edu
sachin goyalCMU, Microsoft ResearchVerified email at microsoft.com
Soumen ChakrabartiIIT BombayVerified email at cse.iitb.ac.in
Yashoteja PrabhuIndian Institute of Technology DelhiVerified email at iitd.ac.in
Nilesh GuptaPhD Student at UT AustinVerified email at utexas.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu

Aditya Kusupati

University of Washington

Verified email at cs.washington.edu - Homepage

Machine Learning Computer Vision


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FastGRNN: A Fast, accurate, stable & tiny kilobyte sized Gated Recurrent Neural Network A Kusupati, M Singh, K Bhatia, A Kumar, P Jain, M Varma Advances in Neural Information Processing Systems, 9017-9028, 2018	160	2018
Soft Threshold Weight Reparameterization for Learnable Sparsity A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ... International Conference on Machine Learning, 5544-5555, 2020	79*	2020
EdgeML: Machine Learning for resource-constrained edge devices DK Dennis, Y Gaurkar, S Gopinath, S Goyal, C Gupta, M Jain, A Kumar, ... https://github.com/microsoft/EdgeML, 2017	73*	2017
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference O Saha, A Kusupati, HV Simhadri, M Varma, P Jain Advances in Neural Information Processing Systems, 2020	23	2020
One size does not fit all: Multi-scale, cascaded RNNs for radar classification D Roy, S Srivastava, A Kusupati, P Jain, M Varma, A Arora Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019	18*	2019
Efficient Spatial Representation for Entity-Typing A Kusupati, A Dhoot, S Chakrabarti Bachelor Thesis Report, 2017	13*	2017
Extreme Regression for Dynamic Search Advertising Y Prabhu, A Kusupati, N Gupta, M Varma Proceedings of the Thirteenth ACM International Conference on Web Search and …, 2020	12	2020
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound R Zellers, J Lu, X Lu, Y Yu, Y Zhao, M Salehi, A Kusupati, J Hessel, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	11	2022
FLUID: A Unified Evaluation Framework for Flexible Sequential Data. M Wallingford, A Kusupati, K Alizadeh-Vahid, A Walsman, A Kembhavi, ... arXiv preprint arXiv:2007.02519, 2020	10*	2020
Disrupting Model Training with Adversarial Shortcuts I Evtimov, I Covert, A Kusupati, T Kohno Workshop on Adversarial Machine Learning @ ICML, 2021	5	2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes A Kusupati, M Wallingford, V Ramanujan, R Somani, JS Park, K Pillutla, ... Advances in Neural Information Processing Systems, 2021	2	2021
Matryoshka Representations for Adaptive Deployment A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ... arXiv preprint arXiv:2205.13147, 2022		2022
ProtoSound: A Personalized and Scalable Sound Recognition System for Deaf and Hard of Hearing Users D Jain, KHA Nguyen, S Goodman, R Grossman-Kahn, H Ngo, A Kusupati, ... Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, 2022		2022

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