Follow
Paras Jain
Title
Cited by
Cited by
Year
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
P Jain, A Jain, A Nrusimha, A Gholami, P Abbeel, K Keutzer, I Stoica, ...
Proceedings of Machine Learning and Systems 2020, 497--511, 2020
862020
Contrastive Code Representation Learning
P Jain, A Jain, T Zhang, P Abbeel, JE Gonzalez, I Stoica
EMNLP 2021, 2021
522021
Dynamic Space-Time Scheduling for GPU Inference
P Jain, X Mo, A Jain, H Subbaraj, R Durrani, A Tumanov, J Gonzalez, ...
LearningSys Workshop at Neural Information Processing Systems 2018, 2018
492018
Multi-channel sensor simulation for autonomous control systems
FN Iandola, DB MacMillen, A Shen, HS Sidhu, DP Tomasello, RN Phadte, ...
US Patent 11,157,014, 2021
352021
Data synthesis for autonomous control systems
FN Iandola, DB MacMillen, A Shen, HS Sidhu, PJ Jain
US Patent 10,678,244, 2020
342020
Representing Long-Range Context for Graph Neural Networks with Global Attention
Z Wu, P Jain, M Wright, A Mirhoseini, JE Gonzalez, I Stoica
NeurIPS 2021, 2021
232021
The OoO VLIW JIT compiler for GPU inference
P Jain, X Mo, A Jain, A Tumanov, JE Gonzalez, I Stoica
arXiv preprint arXiv:1901.10008, 2019
142019
Revec: program rejuvenation through revectorization
C Mendis, A Jain, P Jain, S Amarasinghe
Proceedings of the 28th International Conference on Compiler Construction, 29-41, 2019
122019
Optimizing neural network structures for embedded systems
HS Sidhu, PJ Jain, DP Tomasello, FN Iandola
US Patent App. 16/522,411, 2020
112020
Accelerating Quadratic Optimization with Reinforcement Learning
J Ichnowski, P Jain, B Stellato, G Banjac, M Luo, F Borrelli, JE Gonzalez, ...
NeurIPS 2021, 2021
102021
DSCnet: Replicating lidar point clouds with deep sensor cloning
P Tomasello, S Sidhu, A Shen, MW Moskewicz, N Redmon, G Joshi, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
72019
POET: Training neural networks on tiny devices with integrated rematerialization and paging
SG Patil, P Jain, P Dutta, I Stoica, J Gonzalez
International Conference on Machine Learning, 17573-17583, 2022
42022
Spotting Suspicious Reviews via (Quasi-) clique Extraction
P Jain, ST Chen, M Azimpourkivi, DH Chau, B Carbunar
IEEE Security and Privacy 2015 extended abstract, 2015
32015
Systems and methods for training machine models with augmented data
MJ Cooper, PJ Jain, HS Sidhu
US Patent 11,205,093, 2021
12021
Grounded Graph Decoding improves Compositional Generalization in Question Answering
Y Gai, P Jain, W Zhang, JE Gonzalez, I Stoica, D Song
Findings of EMNLP 2021, 2021
12021
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
P Jain, S Kumar, S Wooders, SG Patil, JE Gonzalez, I Stoica
arXiv preprint arXiv:2210.07259, 2022
2022
Systems and methods for training machine models with augmented data
MJ Cooper, PJ Jain, HS Sidhu
US Patent App. 17/644,308, 2022
2022
A Framework for Synthesizing Low-Power Approximate Inference Accelerators
P Jain, S Huda, M Maas, JE Gonzalez, I Stoica, A Mirhoseini
DATE 2022, 2022
2022
Synthesizing Low-Power Approximate Hardware with Large-Scale Search
P Jain, S Huda, M Maas, J Gonzalez, I Stoica, A Mirhoseini
MLArchSys at the International Symposium on Computer Architecture 2021, 2021
2021
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets
P Jain, C Tailor, S Ford, L Ding, M Phillips, F Liu, N Gebraeel, DH Chau
2017 IEEE International Parallel and Distributed Processing Symposium …, 2017
2017
The system can't perform the operation now. Try again later.
Articles 1–20