JP
Jeff Pool
cs.LGcs.CVcs.AIcs.ARcs.NEcs.CLstat.MLcs.DCeess.IV
On Valency
published · living versionsW_uwxtqkrf·v1 · currentpublished
Learning both Weights and Connections for Efficient Neural Networks
with Song Han, John Tran, William J. Dally
1 version
Preprints & journals
12 papers in the corpus · 2015–2026SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales2607.20548v1 · Mikail Khona, Aditya Vavre, Boxiang Wang et al.2026 · 0 citationsarXiv
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models2409.17481v2 · Gongfan Fang, Hongxu Yin, Saurav Muralidharan et al.2024 · 15 citationsarXiv
Self-Supervised GAN Compression2007.01491v2 · Chong Yu, Jeff Pool2020 · 4 citationsNeurIPS 2020
Accelerating Sparse Deep Neural Networks2104.08378v1 · Asit Mishra, Jorge Albericio Latorre, Jeff Pool et al.2021 · 14 citationsarXiv
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs1903.02596v2 · Esha Choukse, Michael Sullivan, Mike O'Connor et al.2019 · 58 citationsarXiv
Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training1806.00512v1 · Maohua Zhu, Jason Clemons, Jeff Pool et al.2018 · 7 citationsarXiv
Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip1804.10223v1 · Feiwen Zhu, Jeff Pool, Michael Andersch et al.2018 · 1 citationarXiv
Efficient Sparse-Winograd Convolutional Neural Networks1802.06367v1 · Xingyu Liu, Jeff Pool, Song Han et al.2018 · 47 citationsarXiv
Exploring the Regularity of Sparse Structure in Convolutional Neural Networks1705.08922v3 · Huizi Mao, Song Han, Jeff Pool et al.2017 · 229 citationsarXiv
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks1705.01626v1 · Minsoo Rhu, Mike O'Connor, Niladrish Chatterjee et al.2017 · 192 citationsarXiv
DSD: Dense-Sparse-Dense Training for Deep Neural Networks1607.04381v2 · Song Han, Jeff Pool, Sharan Narang et al.2016 · 163 citationsarXiv
Learning both Weights and Connections for Efficient Neural Networks1506.02626v3 · Song Han, Jeff Pool, John Tran et al.2015 · 662 citationsarXivon Valency
Career total: 23 works. 12 are in this corpus.
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