Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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50 results for Wen-Mei Hwu

Effective algorithm-accelerator co-design for ai solutions on edge devices
- - Cong Hao
  - Yao Chen
  - et al.
- 2020
- GLSVLSI 2020
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