Aditya Kusupati
Aditya Kusupati
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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
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
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
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 34, 2020
EdgeML: Machine Learning for resource-constrained edge devices
DK Dennis, Y Gaurkar, S Gopinath, S Goyal, C Gupta, M Jain, A Kumar, ..., 2017
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
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
Efficient Spatial Representation for Entity-Typing
A Kusupati, A Dhoot, S Chakrabarti
Bachelor Thesis Report, 2017
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
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 34, 2021
Disrupting Model Training with Adversarial Shortcuts
I Evtimov, I Covert, A Kusupati, T Kohno
Workshop on Adversarial Machine Learning @ ICML, 2021
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
Matryoshka Representation Learning
A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ...
Advances in Neural Information Processing Systems 35, 2022
Adaptive Representations for Semantic Search
A Rege, A Kusupati, S Ranjit, S Kakade, P Jain, A Farhadi
Preprint, 2023
Neural Radiance Field Codebooks
M Wallingford, A Kusupati, A Fang, V Ramanujan, A Kembhavi, ...
International Conference on Learning Representations 11, 2023
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