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Aditya Kusupati
Aditya Kusupati
Google DeepMind
Adresă de e-mail confirmată pe google.com - Pagina de pornire
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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
NeurIPS 2018, 2018
2322018
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, ...
CVPR 2022, 2022
2152022
Soft Threshold Weight Reparameterization for Learnable Sparsity
A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ...
ICML 2020, 2020
2152020
Objaverse-xl: A universe of 10m+ 3d objects
M Deitke, R Liu, M Wallingford, H Ngo, O Michel, A Kusupati, A Fan, ...
NeurIPS Datasets & Benchmarks 2023, 2023
1592023
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
O Saha, A Kusupati, HV Simhadri, M Varma, P Jain
NeurIPS 2020, 2020
562020
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
44*2017
Matryoshka Representation Learning
A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ...
NeurIPS 2022, 2022
42*2022
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
S Kudugunta, I Caswell, B Zhang, X Garcia, CA Choquette-Choo, K Lee, ...
NeurIPS Datasets & Benchmarks 2023, 2023
412023
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
BuildSys 2019 (Best Paper Runner-Up), 2019
27*2019
Extreme Regression for Dynamic Search Advertising
Y Prabhu, A Kusupati, N Gupta, M Varma
WSDM 2020, 2020
232020
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, ...
CHI 2022, 2022
22*2022
Efficient Spatial Representation for Entity-Typing
A Kusupati, A Dhoot, S Chakrabarti
Bachelor Thesis Report, IIT Bombay, 2017
18*2017
Gecko: Versatile text embeddings distilled from large language models
J Lee, Z Dai, X Ren, B Chen, D Cer, JR Cole, K Hui, M Boratko, ...
arXiv preprint arXiv:2403.20327, 2024
152024
FLUID: A Unified Evaluation Framework for Flexible Sequential Data.
M Wallingford, A Kusupati, K Alizadeh-Vahid, A Walsman, A Kembhavi, ...
TMLR 2023, 2023
15*2023
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
A Kusupati, M Wallingford, V Ramanujan, R Somani, JS Park, K Pillutla, ...
NeurIPS 2021, 2021
122021
Disrupting Model Training with Adversarial Shortcuts
I Evtimov, I Covert, A Kusupati, T Kohno
Workshop on Adversarial Machine Learning @ ICML 2021, 2021
92021
Neural Priming for Sample-Efficient Adaptation
M Wallingford, V Ramanujan, A Fang, A Kusupati, R Mottaghi, ...
NeurIPS 2023, 2023
82023
MatFormer: Nested Transformer for Elastic Inference
Devvrit*, S Kudugunta*, A Kusupati*, T Dettmers, K Chen, I Dhillon, ...
arXiv preprint arXiv:2310.07707, 2023
6*2023
Neural Radiance Field Codebooks
M Wallingford, A Kusupati, A Fang, V Ramanujan, A Kembhavi, ...
ICLR 2023, 2023
62023
SHARCS: Efficient transformers through routing with dynamic width sub-networks
M Salehi, S Mehta, A Kusupati, A Farhadi, H Hajishirzi
EMNLP Findings 2023, 2023
42023
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