RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
NeurIPS 2020 | November 2020
EdgeML
Publications
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Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices
D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain
NeurIPS 2019 | November 2019
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Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain
NeurIPS 2018 | October 2018
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RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
NeurIPS 2020 | November 2020
-
Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices
D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain
NeurIPS 2019 | November 2019
-
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain
NeurIPS 2018 | October 2018
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Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices
D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain
NeurIPS 2019 | November 2019
-
-
-
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
NeurIPS 2020 | November 2020
-
-
-
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila Saha, Venkata Aditya Kusupati, Harsha Simhadri, Manik Varma, Prateek Jain
NeurIPS 2020 | November 2020
-
Shallow RNNs: A Method for Accurate Time-series Classification on Tiny Devices
D. Dennis, D. A. E. Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Harsha Simhadri, Venkatesh Saligrama, Prateek Jain
NeurIPS 2019 | November 2019
-
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
Don Kurian Dennis, Chirag Pabbaraju, Harsha Simhadri, Prateek Jain
NeurIPS 2018 | October 2018
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