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pro vyhledávání: '"Christopher, An"'
Models that rely on subword tokenization have significant drawbacks, such as sensitivity to character-level noise like spelling errors and inconsistent compression rates across different languages and scripts. While character- or byte-level models li
Externí odkaz:
http://arxiv.org/abs/2410.20771
Autor:
Schankula, Christopher William, Hadigheh, Habib Ghaffari, Smith, Spencer, Anand, Christopher Kumar
Design skills are increasingly recognized as a core competency for software professionals. Unfortunately, these skills are difficult to teach because design requires freedom and open-ended thinking, but new designers require a structured process to k
Externí odkaz:
http://arxiv.org/abs/2410.12120
How can instructors facilitate spreading out the work in a software engineering or computer science capstone course across time and among team members? Currently teams often compromise the quality of their learning experience by frantically working b
Externí odkaz:
http://arxiv.org/abs/2410.12114
Autor:
Fifty, Christopher, Junkins, Ronald G., Duan, Dennis, Iger, Aniketh, Liu, Jerry W., Amid, Ehsan, Thrun, Sebastian, Ré, Christopher
Vector Quantized Variational AutoEncoders (VQ-VAEs) are designed to compress a continuous input to a discrete latent space and reconstruct it with minimal distortion. They operate by maintaining a set of vectors -- often referred to as the codebook -
Externí odkaz:
http://arxiv.org/abs/2410.06424
Autor:
Potapczynski, Andres, Qiu, Shikai, Finzi, Marc, Ferri, Christopher, Chen, Zixi, Goldblum, Micah, Bruss, Bayan, De Sa, Christopher, Wilson, Andrew Gordon
Dense linear layers are the dominant computational bottleneck in large neural networks, presenting a critical need for more efficient alternatives. Previous efforts focused on a small number of hand-crafted structured matrices and neglected to invest
Externí odkaz:
http://arxiv.org/abs/2410.02117
Offline black-box optimization aims to maximize a black-box function using an offline dataset of designs and their measured properties. Two main approaches have emerged: the forward approach, which learns a mapping from input to its value, thereby ac
Externí odkaz:
http://arxiv.org/abs/2410.00983
Autor:
Opie, Simon, Verscharen, Daniel, Chen, Christopher H. K., Owen, Christopher J., Isenberg, Philip A., Sorriso-Valvo, Luca, Franci, Luca, Matteini, Lorenzo
Where and under what conditions the transfer of energy between electromagnetic fields and particles takes place in the solar wind remains an open question. We investigate the conditions that promote the growth of kinetic instabilities predicted by li
Externí odkaz:
http://arxiv.org/abs/2409.18849
Autor:
Nagel, Andrew M., Webster, Anne, Henry, Christopher, Storie, Christopher, Sanchez, Ignacio San-Miguel, Tsui, Olivier, Duffe, Jason, Dean, Andy
In Canada's northern regions, linear disturbances such as roads, seismic exploration lines, and pipelines pose a significant threat to the boreal woodland caribou population (Rangifer tarandus). To address the critical need for management of these di
Externí odkaz:
http://arxiv.org/abs/2409.12817
The understanding of the formation and evolution of the solar system still has many unanswered questions. Formation of solids in the solar system, mineral and organic mixing, and planetary body creation are all topics of interest to the community. St
Externí odkaz:
http://arxiv.org/abs/2409.11626
Autor:
Price, Christopher C., Li, Yansong, Zhou, Guanyu, Younas, Rehan, Zeng, Spencer S., Scanlon, Tim H., Munro, Jason M., Hinkle, Christopher L.
Materials synthesis optimization is constrained by serial feedback processes that rely on manual tools and intuition across multiple siloed modes of characterization. We automate and generalize feature extraction of reflection high-energy electron di
Externí odkaz:
http://arxiv.org/abs/2409.08054