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McDanel, Bradley
24  Ergebnisse:
Personensuche X
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1

Dynamic Patch Sampling for Efficient Training and Dynamic I..:

, In: 2023 International Conference on Machine Learning and Applications (ICMLA),
McDanel, Bradley ; Ngoc Huynh, Chi Phuong - p. 83-89 , 2023
Link: https://doi.org/10.1109/..
 
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2

StitchNet: Composing Neural Networks from Pre-Trained Fragm..:

, In: 2023 International Conference on Machine Learning and Applications (ICMLA),
Teerapittayanon, Surat ; Comiter, Marcus ; McDanel, Bradley. - p. 61-68 , 2023
Link: https://doi.org/10.1109/..
 
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3

FAST: DNN Training Under Variable Precision Block Floating ..:

, In: 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA),
Qian Zhang, Sai ; McDanel, Bradley ; Kung, H. T. - p. 846-860 , 2022
Link: https://doi.org/10.1109/..
 
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4

Accelerating DNN Training with Structured Data Gradient Pru..:

, In: 2022 26th International Conference on Pattern Recognition (ICPR),
McDanel, Bradley ; Dinh, Helia ; Magallanes, John - p. 2293-2299 , 2022
Link: https://doi.org/10.1109/..
 
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5

Training for multi-resolution inference using reusable quan..:

, In: Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems,
Zhang, Sai Qian ; McDanel, Bradley ; Kung, H. T.. - p. 845-860 , 2021
Link: https://dl.acm.org/doi/1..
 
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6

Term quantization : furthering quantization at run time:

, In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,
Kung, H. T. ; McDanel, Bradley ; Zhang, Sai Qian - p. 1-14 , 2020
Link: https://dl.acm.org/doi/1..
 
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7

Full-stack optimization for accelerating CNNs using powers-..:

, In: Proceedings of the ACM International Conference on Supercomputing,
McDanel, Bradley ; Zhang, Sai Qian ; Kung, H. T.. - p. 449-460 , 2019
Link: https://dl.acm.org/doi/1..
 
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8

Packing Sparse Convolutional Neural Networks for Efficient ..:

, In: Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems,
Kung, H.T. ; McDanel, Bradley ; Zhang, Sai Qian - p. 821-834 , 2019
Link: https://dl.acm.org/doi/1..
 
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9

Embedded Binarized Neural Networks:

, In: Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks,
McDanel, Bradley ; Teerapittayanon, Surat ; Kung, H.T. - p. 168-173 , 2017
Link: https://dl.acm.org/doi/1..
 
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10

Taming Wireless Fluctuations by Predictive Queuing Using a ..:

, In: Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing,
Tarsa, Stephen J. ; Comiter, Marcus ; Crouse, Michael B... - p. 287-296 , 2015
Link: https://dl.acm.org/doi/1..
 
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11

Accelerating Vision Transformer Training via a Patch Sampli..:

McDanel, Bradley ; Huynh, Chi Phuong
http://arxiv.org/abs/2208.09520.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Accelerating DNN Training with Structured Data Gradient Pru..:

McDanel, Bradley ; Dinh, Helia ; Magallanes, John
http://arxiv.org/abs/2202.00774.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

FAST: DNN Training Under Variable Precision Block Floating ..:

Zhang, Sai Qian ; McDanel, Bradley ; Kung, H. T
http://arxiv.org/abs/2110.15456.  , 2021
Link: http://arxiv.org/abs/211..
 
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14

Term Revealing: Furthering Quantization at Run Time on Quan..:

Kung, H. T ; McDanel, Bradley ; Zhang, Sai Qian
http://arxiv.org/abs/2007.06389.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

Full-stack Optimization for Accelerating CNNs with FPGA Val..:

McDanel, Bradley ; Zhang, Sai Qian ; Kung, H. T.
http://arxiv.org/abs/1905.00462.  , 2019
Link: http://arxiv.org/abs/190..
 
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