Effective algorithm-accelerator co-design for ai solutions on edge devices
- Cong Hao
- Yao Chen
- et al.
- 2020
- GLSVLSI 2020
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50 results for Wen-Mei Hwu
DLSpec: A deep learning task exchange specification
- Abdul Dakkak
- Cheng Li
- et al.
- 2020
- OpML 2020
Differential treatment for stuff and things: A simple unsupervised domain adaptation method for semantic segmentation
- Zhonghao Wang
- Mo Yu
- et al.
- 2020
- CVPR 2020
Alleviating semantic-level shift: A semi-supervised domain adaptation method for semantic segmentation
- Zhonghao Wang
- Yunchao Wei
- et al.
- 2020
- CVPRW 2020
Node-aware stencil communication for heterogeneous supercomputers
- Carl Pearson
- Mert Hidayetoglu
- et al.
- 2020
- IPDPSW 2020
XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- IPDPS 2020
Benanza: Automatic μbenchmark Generation to Compute "lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- IPDPS 2020
DLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- ICPE 2020
SPGNet: Semantic prediction guidance for scene parsing
- Bowen Cheng
- Uiuc Uiuc
- et al.
- 2019
- ICCV 2019
Accelerating sparse deep neural networks on FPGAs
- Sitao Huang
- Carl Pearson
- et al.
- 2019
- HPEC 2019