Filters








9 Hits in 5.3 sec

KNAS: Green Neural Architecture Search [article]

Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang
2021 arXiv   pre-print
Considering that these computations bring a large carbon footprint, this paper aims to explore a green (namely environmental-friendly) NAS solution that evaluates architectures without training.  ...  cessing Systems 2019, NeurIPS 2019, 8-14 December Chu, X., Zhou, T., Zhang, B., and Li, J. Fair DARTS: 2019, Vancouver, BC, Canada, pp. 6155–6166, 2019.  ...  ICLR, ing Systems 2019, NeurIPS 2019, 8-14 December 2019, 2021. Vancouver, BC, Canada, pp. 874–884, 2019. Advani, M.  ... 
arXiv:2111.13293v1 fatcat:fz4p37bk2jgxnn2qfc6ffvvfwu

Deep Spoken Keyword Spotting: An Overview

Ivan Lopez-Espejo, Zheng-Hua Tan, John Hansen, Jesper Jensen
2021 IEEE Access  
of Selected Topics in Signal Processing, Processing, May 26-31, Vancouver, Canada, 2013, pp. 6645–6649.  ...  In Section VI, we review current methods spoken KWS system [22].  ... 
doi:10.1109/access.2021.3139508 fatcat:i4pfpfxcpretlkbefp7owtxcti

Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions

Arjun Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy
2021 Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing   unpublished
In Proceedings of the 2019 Conference on mation Processing Systems 2019, NeurIPS 2019, De- Empirical Methods in Natural Language Processing cember 8-14, 2019, Vancouver, BC, Canada, pages  ...  CLEVR: A diagnostic mation Processing Systems 2019, NeurIPS 2019, De- dataset for compositional language and elementary cember 8-14, 2019, Vancouver, BC, Canada, pages visual  ... 
doi:10.18653/v1/2021.emnlp-main.516 fatcat:vczu774jjzbovpoksfe7ofdxei

COGS: A Compositional Generalization Challenge Based on Semantic Interpretation [article]

Najoung Kim, Tal Linzen
2020 arXiv   pre-print
TL was supported by National Science Foundation grant BCS-1920924.  ...  In The IEEE Conference on Computer Vi- sion and Pattern Recognition (CVPR). David Kaplan. 1989. Demonstratives.  ...  In Proceedings of ACL 2017, System Demonstrations, pages 67-72, Vancouver, Canada. Association for Computational Linguistics. Melissa Kline and Katherine Demuth. 2014.  ... 
arXiv:2010.05465v1 fatcat:vfqendkbfrh3tg5km5hfijt664

UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings

Zhi Li, Yuchen Zhai, Chengyu Wang, Minghui Qiu, Kailiang Li, Yin Zhang
2021 Findings of the Association for Computational Linguistics: EMNLP 2021   unpublished
In 2016 IEEE Conference on Computer Vi- Bridgetown, Barbados, January 6-8, 2005.  ...  In 6th International Conference on Learn- ing Representations, ICLR 2018, Vancouver, BC, Yadollah Yaghoobzadeh, Katharina Kann, Timothy J Canada, April 30 - May 3, 2018, Conference Track  ... 
doi:10.18653/v1/2021.findings-emnlp.156 fatcat:kx7dmxxtbnfmla3ld3z6nsoilq

Self-Attention Networks Can Process Bounded Hierarchical Languages

Shunyu Yao, Binghui Peng, Christos Papadimitriou, Karthik Narasimhan
2021 Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)   unpublished
In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Informa- tion Processing Systems 2019, NeurIPS 2019, De- cember 8-14, 2019, Vancouver, BC, Canada, pages 12058-12068  ...  In 2016 IEEE Conference on Computer Vi- sion and Pattern Recognition, CVPR 2016, Las Ve- gas, NV, USA, June 27-30, 2016, pages 770-778. IEEE Computer Society.  ... 
doi:10.18653/v1/2021.acl-long.292 fatcat:xyw63cajbjeulmnu66hki2zagm

News of the Field

1945 Journal - American Water Works Association  
Authority, 2019 Main St., Northampton, Pa.  ...  In Canada: The Nichols Chemical Company, Limited Montreal . Toronto - Vancouver Sales and Technical Service Offices: 34 HYDRANTS for NON-FREEZING CLIMATES!  ... 
doi:10.1002/j.1551-8833.1945.tb20425.x fatcat:hjxtfblprzeptkcywhlcs7sfbu

COGS: A Compositional Generalization Challenge Based on Semantic Interpretation

Najoung Kim, Tal Linzen
2020 Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)   unpublished
In The IEEE Conference on Computer Vi- sion and Pattern Recognition (CVPR). David Kaplan. 1989. Demonstratives.  ...  In Proceedings of ACL 2017, System Demonstrations, pages 67-72, Vancouver, Canada. Association for Computational Linguistics. Melissa Kline and Katherine Demuth. 2014.  ... 
doi:10.18653/v1/2020.emnlp-main.731 fatcat:nu6vm2lsffbqbeumkbn6ctrqu4

Indigenous Protocol and Artificial Intelligence Position Paper [article]

Angie Abdilla, Noelani Arista, Kaipulaumakaniolono Baker, Scott Benesiinaabandan, Michelle Brown, Melanie Cheung, Meredith Coleman, Ashley Cordes, Joel Davison, Kūpono Duncan, Sergio Garzon, D. Fox Harrell (+19 others)
2020
She is currently pursuing her PhD in Anthropology at the University of British Columbia in Vancouver, Canada.  ...  Short at imagineNATIVE in 2009.  ...  Image by Sergio Garzon, 2019.  ... 
doi:10.11573/spectrum.library.concordia.ca.00986506 fatcat:omu6watjjrgc5h4l2liyqir6mi