{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T06:24:26Z","timestamp":1730269466080,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T00:00:00Z","timestamp":1700179200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T00:00:00Z","timestamp":1700179200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,11,17]]},"DOI":"10.1109\/ipccc59175.2023.10253877","type":"proceedings-article","created":{"date-parts":[[2023,10,18]],"date-time":"2023-10-18T13:44:32Z","timestamp":1697636672000},"page":"331-336","source":"Crossref","is-referenced-by-count":0,"title":["Evaluation of Pruning Techniques"],"prefix":"10.1109","author":[{"given":"Shvetha S","family":"Kumar","sequence":"first","affiliation":[{"name":"University of Texas at Austin,Department of Electrical and Computer Engineering"}]},{"given":"Reshma R","family":"Nayak","sequence":"additional","affiliation":[{"name":"University of Texas at Austin,Department of Electrical and Computer Engineering"}]},{"given":"Jismi S","family":"Kannampuzha","sequence":"additional","affiliation":[{"name":"University of Texas at Austin,Department of Electrical and Computer Engineering"}]},{"given":"Jeeho","family":"Ryoo","sequence":"additional","affiliation":[{"name":"British Columbia Institute of Technology,School of Computing and Academic Studies"}]},{"given":"Sahil","family":"Rai","sequence":"additional","affiliation":[{"name":"British Columbia Institute of Technology,School of Computing and Academic Studies"}]},{"given":"Lizy K","family":"John","sequence":"additional","affiliation":[{"name":"University of Texas at Austin,Department of Electrical and Computer Engineering"}]}],"member":"263","reference":[{"key":"ref3","first-page":"129","article-title":"What is the state of neural network pruning?","volume":"2","author":"Blalock","year":"2020","journal-title":"Proceedings of machine learning and systems"},{"key":"ref4","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref5","article-title":"Binarized neural networks: Training deep neural networks with weights and activations constrained to+ 1 or-1","author":"Courbariaux","year":"2016","journal-title":"arXiv preprint arXiv:1602.02830"},{"key":"ref6","article-title":"Exploiting linear structure within convolutional networks for efficient evaluation","volume":"27","author":"Denton","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref7","article-title":"The state of sparsity in deep neural networks","author":"Gale","year":"2019","journal-title":"arXiv preprint arXiv:1902.09574"},{"key":"ref8","article-title":"Learning both weights and connections for efficient neural network","volume":"28","author":"Han","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.4140\/TCP.n.2015.249"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref12","article-title":"Snip: Single-shot network pruning based on connection sensitivity","author":"Lee","year":"2018","journal-title":"arXiv preprint arXiv:1810.02340"},{"key":"ref13","article-title":"Pruning filters for efficient convnets","author":"Li","year":"2016","journal-title":"arXiv preprint arXiv:1608.08710"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.298"},{"key":"ref15","article-title":"Rethinking the value of network pruning","author":"Liu","year":"2018","journal-title":"arXiv preprint arXiv:1810.05270"},{"key":"ref16","article-title":"Do cifar-10 classifiers generalize to cifar-10?","author":"Recht","year":"2018","journal-title":"arXiv preprint arXiv:1806.00451"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICETCE48199.2020.9091757"},{"key":"ref18","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv preprint arXiv:1409.1556"},{"issue":"1","key":"ref19","first-page":"1331","article-title":"Edge computing vs. cloud computing: an overview of big data challenges and opportunities for large enterprises","volume":"4","author":"Sriram","year":"2022","journal-title":"International Research Journal of Modernization in Engineering Technology and Science"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1117\/12.2523246"},{"key":"ref21","first-page":"1139","article-title":"On the importance of initialization and momentum in deep learning","volume-title":"in International conference on machine learning. PMLR","author":"Sutskever"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2913945"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6910"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.107899"}],"event":{"name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","start":{"date-parts":[[2023,11,17]]},"location":"Anaheim, CA, USA","end":{"date-parts":[[2023,11,19]]}},"container-title":["2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10253817\/10253818\/10253877.pdf?arnumber=10253877","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T23:33:12Z","timestamp":1710372792000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10253877\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,17]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ipccc59175.2023.10253877","relation":{},"subject":[],"published":{"date-parts":[[2023,11,17]]}}}