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Ravi Teja Mullapudi
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Polymage: Automatic optimization for image processing pipelines
RT Mullapudi, V Vasista, U Bondhugula
ACM SIGARCH Computer Architecture News 43 (1), 429-443, 2015
2622015
Automatically scheduling halide image processing pipelines
RT Mullapudi, A Adams, D Sharlet, J Ragan-Kelley, K Fatahalian
ACM Transactions on Graphics (TOG) 35 (4), 1-11, 2016
2402016
Hydranets: Specialized dynamic architectures for efficient inference
RT Mullapudi, WR Mark, N Shazeer, K Fatahalian
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1452018
Online model distillation for efficient video inference
RT Mullapudi, S Chen, K Zhang, D Ramanan, K Fatahalian
Proceedings of the IEEE/CVF International conference on computer vision …, 2019
1012019
Tiling for dynamic scheduling
RT Mullapudi, U Bondhugula
Proceedings of the 4th International Workshop on Polyhedral Compilation …, 2014
422014
Learning to move with affordance maps
W Qi, RT Mullapudi, S Gupta, D Ramanan
arXiv preprint arXiv:2001.02364, 2020
292020
Compiling affine loop nests for a dynamic scheduling runtime on shared and distributed memory
R Dathathri, RT Mullapudi, U Bondhugula
ACM Transactions on Parallel Computing (TOPC) 3 (2), 1-28, 2016
242016
Learning rare category classifiers on a tight labeling budget
RT Mullapudi, F Poms, WR Mark, D Ramanan, K Fatahalian
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
162021
Background splitting: Finding rare classes in a sea of background
RT Mullapudi, F Poms, WR Mark, D Ramanan, K Fatahalian
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
82021
Low-shot validation: Active importance sampling for estimating classifier performance on rare categories
F Poms, V Sarukkai, RT Mullapudi, NS Sohoni, WR Mark, D Ramanan, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
72021
PolyMage: Automatic Optimization for Image Processing Pipelines. SIGARCH Comput. Archit. News 43, 1 (March 2015), 429–443
RT Mullapudi, V Vasista, U Bondhugula
72015
Online model distillation for efficient video inference. In 2019 IEEE
RT Mullapudi, S Chen, K Zhang, D Ramanan, K Fatahalian
CVF International Conference on Computer Vision, ICCV, 3572-3581, 2019
62019
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings
MF Chen, DY Fu, F Sala, S Wu, RT Mullapudi, F Poms, K Fatahalian, ...
arXiv preprint arXiv:2006.15168, 2020
52020
Dynamic Model Specialization for Efficient Inference, Training and Supervision
RT Mullapudi
Carnegie Mellon University, 2022
2022
Online Model Distillation for Efficient Video Inference
R Teja Mullapudi, S Chen, K Zhang, D Ramanan, K Fatahalian
arXiv e-prints, arXiv: 1812.02699, 2018
2018
Automatically Scheduling Halide Image Processing Pipelines
A Adams, D Sharlet, J Ragan-Kelley, K Fatahalian, RT Mullapudi
2016
2021 Theses by Author
A BAWEJA, R BOHRER, A BOLLU, E CAVALLO, S CHAUDHRY, ...
BAWEJA, Anubhav CMU-CS-21-133 BOHRER, Rose CMU-CS-21-115 BOLLU, Anand CMU-CS-21-124 CAVALLO, Evan CMU-CS-21-100
S CHAUDHRY, DD CHEN, J CHEN, Z CHEN, T CHU, A DAS, W DING, ...
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