Zobrazeno 1 - 10
of 3 585
pro vyhledávání: '"Layne, A. P."'
Active fluids generate spontaneous, often chaotic mesoscale flows. Harnessing these flows to drive embedded soft materials into structures with controlled length scales and lifetimes is a key challenge at the interface between the fields of active ma
Externí odkaz:
http://arxiv.org/abs/2410.05555
Many causal systems such as biological processes in cells can only be observed indirectly via measurements, such as gene expression. Causal representation learning -- the task of correctly mapping low-level observations to latent causal variables --
Externí odkaz:
http://arxiv.org/abs/2405.20482
Autor:
Wang, Hsuan-Fu, Shih, Yi-Jen, Chang, Heng-Jui, Berry, Layne, Peng, Puyuan, Lee, Hung-yi, Wang, Hsin-Min, Harwath, David
The recently proposed visually grounded speech model SpeechCLIP is an innovative framework that bridges speech and text through images via CLIP without relying on text transcription. On this basis, this paper introduces two extensions to SpeechCLIP.
Externí odkaz:
http://arxiv.org/abs/2402.06959
Autor:
Fang, Hung-Chieh, Ye, Nai-Xuan, Shih, Yi-Jen, Peng, Puyuan, Wang, Hsuan-Fu, Berry, Layne, Lee, Hung-yi, Harwath, David
Recent advances in self-supervised speech models have shown significant improvement in many downstream tasks. However, these models predominantly centered on frame-level training objectives, which can fall short in spoken language understanding tasks
Externí odkaz:
http://arxiv.org/abs/2402.05819
We present what we call a "motivated proof" of the Bressoud-G\"ollnitz-Gordon partition identities. Similar "motivated proofs" have been given by Andrews and Baxter for the Rogers-Ramanujan identities and by Lepowsky and Zhu for Gordon's identities.
Externí odkaz:
http://arxiv.org/abs/2311.01992
Autor:
Zhou, Mingyang, Yan, Zichao, Layne, Elliot, Malkin, Nikolay, Zhang, Dinghuai, Jain, Moksh, Blanchette, Mathieu, Bengio, Yoshua
Phylogenetics is a branch of computational biology that studies the evolutionary relationships among biological entities. Its long history and numerous applications notwithstanding, inference of phylogenetic trees from sequence data remains challengi
Externí odkaz:
http://arxiv.org/abs/2310.08774
Autor:
Tseng, Yuan, Berry, Layne, Chen, Yi-Ting, Chiu, I-Hsiang, Lin, Hsuan-Hao, Liu, Max, Peng, Puyuan, Shih, Yi-Jen, Wang, Hung-Yu, Wu, Haibin, Huang, Po-Yao, Lai, Chun-Mao, Li, Shang-Wen, Harwath, David, Tsao, Yu, Watanabe, Shinji, Mohamed, Abdelrahman, Feng, Chi-Luen, Lee, Hung-yi
Audio-visual representation learning aims to develop systems with human-like perception by utilizing correlation between auditory and visual information. However, current models often focus on a limited set of tasks, and generalization abilities of l
Externí odkaz:
http://arxiv.org/abs/2309.10787
Autor:
Kristin M. Van Den Ham, Layne K. Bower, Shanping Li, Hernan Lorenzi, Safiatou Doumbo, Didier Doumtabe, Kassoum Kayentao, Aissata Ongoiba, Boubacar Traore, Peter D. Crompton, Nathan W. Schmidt
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-16 (2024)
Abstract Malaria is a major public health problem, but many of the factors underlying the pathogenesis of this disease are not well understood, including protection from the development of febrile symptoms, which is observed in individuals residing i
Externí odkaz:
https://doaj.org/article/ad6c62eb6c4f4c5f9e2bbb33c26090bc
Activity classification has become a vital feature of wearable health tracking devices. As innovation in this field grows, wearable devices worn on different parts of the body are emerging. To perform activity classification on a new body location, l
Externí odkaz:
http://arxiv.org/abs/2304.10643
Autor:
Bradshaw, Layne, Chang, Spencer
Publikováno v:
Phys.Rev.D 108 (2023) 1, 015019
At the HL-LHC and future high energy colliders, a sample of a billion top quarks will be produced, allowing precision searches for new physics in top quark decay and production. To aid in this endeavor, we characterize the independent three and four
Externí odkaz:
http://arxiv.org/abs/2304.06063