Artificial Intelligence Arxiv
Analyze recent findings in Artificial Intelligence on Arxiv
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Arxiv Papers
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titleTitle | abstractAbstract | publishedPublished | authorsAuthors | urlUrl |
|---|---|---|---|---|
| MetaFormer is Actually What You Need for Vision | Transformers have shown great potential in computer vision tasks. A common belief is their attention-based token mixer module contributes most to their competence. However, recent works show the attention-based module in transformers can be replaced by spatial MLPs and the resulted models still perf… | 2021-11-22T18:52:03+00:00 | ['Weihao Yu', 'Mi Luo', 'Pan Zhou', 'Chenyang Si', 'Yichen Zhou', 'Xinchao Wang', 'Jiashi Feng', 'Shuicheng Yan'] | http://arxiv.org/abs/2111.11418v1 |
| Turbo Autoencoder with a Trainable Interleaver | A critical aspect of reliable communication involves the design of codes that allow transmissions to be robustly and computationally efficiently decoded under noisy conditions. Advances in the design of reliable codes have been driven by coding theory and have been sporadic. Recently, it is shown th… | 2021-11-22T18:37:03+00:00 | ['Karl Chahine', 'Yihan Jiang', 'Pooja Nuti', 'Hyeji Kim', 'Joonyoung Cho'] | http://arxiv.org/abs/2111.11410v1 |
| Ab-initio calculation of point defect equilibria during heat treatment: Nitrogen, hydrogen, and silicon doped diamond | Point defects are responsible for a wide range of optoelectronic properties in materials, making it crucial to engineer their concentrations for novel materials design. However, considering the plethora of defects in co-doped semiconducting and dielectric materials and the dependence of defect forma… | 2021-11-22T17:11:17+00:00 | ['Mubashir Mansoor', 'Mehya Mansoor', 'Maryam Mansoor', 'Ammar Aksoy', 'Sinem Nergiz Seyhan', 'Betul Yildirim', 'Ahmet Tahiri', 'Nuri Solak', 'Kursat Kazmanli', 'Zuhal Er', 'Kamil Czelej', 'Mustafa Urgen'] | http://arxiv.org/abs/2111.11359v1 |
| Divergent electrostriction at ferroelectric phase transitions: example of strain-induced ferroelectiricty in KTaO3 | We investigate the electrostrictive response across a ferroelectric phase transition from first-principles calculations and refute the prevailing view of constant electrostriction across the ferroelectric phase boundary. We take as a case study the epitaxial strain-induced transition from para- to f… | 2021-11-22T17:00:32+00:00 | ['Daniel S. P. Tanner', 'Pierre-Eymeric Janolin', 'Eric Bousquet'] | http://arxiv.org/abs/2111.11352v1 |
| ProxyFL: Decentralized Federated Learning through Proxy Model Sharing | Institutions in highly regulated domains such as finance and healthcare often have restrictive rules around data sharing. Federated learning is a distributed learning framework that enables multi-institutional collaborations on decentralized data with improved protection for each collaborator's data… | 2021-11-22T16:47:39+00:00 | ['Shivam Kalra', 'Junfeng Wen', 'Jesse C. Cresswell', 'Maksims Volkovs', 'Hamid R. Tizhoosh'] | http://arxiv.org/abs/2111.11343v1 |
| A Time-Resolved Imaging System for the Diagnosis of X-ray Self-Emission in High Energy Density Physics Experiments | A diagnostic capable of recording spatially and temporally resolved X-ray self emission data was developed to characterise experiments on the MAGPIE pulsed-power generator. The diagnostic used two separate imaging systems: A pinhole imaging system with two dimensional spatial resolution and a slit i… | 2021-11-22T16:27:52+00:00 | ['Jack W. D. Halliday', 'Simon N. Bland', 'Jack D. Hare', 'Susan Parker', 'Lee G. Suttle', 'Danny R. Russell', 'Sergey V. Lebedev'] | http://arxiv.org/abs/2111.11324v1 |
| The data-driven future of high energy density physics | The study of plasma physics under conditions of extreme temperatures, densities and electromagnetic field strengths is significant for our understanding of astrophysics, nuclear fusion and fundamental physics. These extreme physical systems are strongly non-linear and very difficult to understand th… | 2021-11-22T16:11:08+00:00 | ['Peter W. Hatfield', 'Jim A. Gaffney', 'Gemma J. Anderson', 'Suzanne Ali', 'Luca Antonelli', 'Suzan Başeğmez du Pree', 'Jonathan Citrin', 'Marta Fajardo', 'Patrick Knapp', 'Brendan Kettle', 'Bogdan Kustowski', 'Michael J. MacDonald', 'Derek Mariscal', 'Madison E. Martin', 'Taisuke Nagayama', 'Charl… | http://arxiv.org/abs/2111.11310v1 |
| External beam irradiation angle measurement using Cerenkov emission II: Detector characterization and applications | Due to its angular dependency, Cerenkov light has long been considered a contamination signal in plastic scintillating fiber dosimeters. In this study, we propose a novel approach designed to take advantage of this angular dependency to perform a direct measurement of an external beam radiation angl… | 2021-11-22T16:04:29+00:00 | ['Emilie Jean', 'Simon Lambert-Girard', 'Francois Therriault-Proulx', 'Luc Beaulieu'] | http://arxiv.org/abs/2111.11304v1 |
| Data-driven unsteady aeroelastic modeling for control | Aeroelastic structures, from insect wings to wind turbine blades, experience transient unsteady aerodynamic loads that are coupled to their motion. Effective real-time control of flexible structures relies on accurate and efficient predictions of both the unsteady aeroelastic forces and airfoil defo… | 2021-11-22T15:53:44+00:00 | ['Michelle Hickner', 'Urban Fasel', 'Aditya G. Nair', 'Bingni W. Brunton', 'Steven L. Brunton'] | http://arxiv.org/abs/2111.11299v1 |
| RoboKit-MV: an Educational Initiative | In this paper, we present a robot model and code base for affordable education in the field of humanoid robotics. We give an overview of the software and hardware of a robot that won several competitions with the team RoboKit in 2019-2021, provide analysis of the contemporary market of education in … | 2021-11-22T14:45:51+00:00 | ['Azer Babaev', 'Ilya Osokin', 'Ilya Ryakin', 'Egor Davydenko', 'Vladimir Litvinenko', 'Ivan Khokhlov', 'Aleksandr Matsun', 'Vitaly Suvorov'] | http://arxiv.org/abs/2111.11241v1 |
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