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MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing [article]

Zhaofan Qiu and Ting Yao and Chong-Wah Ngo and Tao Mei
2022 arXiv   pre-print
In this paper, we present MLP-3D networks, a novel MLP-like 3D architecture for video recognition.  ...  By deriving the novel grouped time mixing (GTM) operations, we equip the basic token-mixing MLP with the ability of temporal modeling.  ...  Second, MLP-3D networks is a new MLP-like 3D architecture by utilizing GTM operations in the decomposed token-mixing MLP.  ... 
arXiv:2206.06292v1 fatcat:ormmchwugvgqlan5xmpyms25cm

Influence of spatial discretization and unsteadiness on the simulation of rocket combustors

Markus Lempke, Roman Keller, Peter Gerlinger
2015 International Journal for Numerical Methods in Fluids  
Precisely, 1.) a new high order discretization technique (MLP ld multi-dimensional limiting process, low diffusion) is presented and compared to conventional second order schemes with different flux limiters  ...  Results from different research groups are compared in the cited papers which use different degrees of complexity in their numerical simulations (2D, 3D, RANS, LES).  ...  a 2D axisymmetric and a full 3D URANS simulation with 5th order MLP ld discretization.  ... 
doi:10.1002/fld.4059 fatcat:gmbgd6vgdfgchftgi22njws2yq

3D Semantic Scene Completion: a Survey [article]

Luis Roldao, Raoul de Charette, Anne Verroust-Blondet
2021 arXiv   pre-print
This led to a substantially increasing number of papers on the matter.  ...  In the last years following the multiplication of large-scale 3D datasets, SSC has gained significant momentum in the research community because it holds unresolved challenges.  ...  Finally, for real-time applications, more works like [19, 124] should account for lightweight and fast inference architectures (Sec. 4.5.3). Supervision bias.  ... 
arXiv:2103.07466v3 fatcat:swz4azlznre3laziatls6sdrfm

Smart Fashion: A Review of AI Applications in the Fashion Apparel Industry [article]

Seyed Omid Mohammadi, Ahmad Kalhor
2021 arXiv   pre-print
For each task, a time chart is provided to analyze the progress through the years.  ...  Furthermore, we provide a list of 86 public fashion datasets accompanied by a list of suggested applications and additional information for each.  ...  It includes ten main categories and a total of 22 applications, as shown in Figure 1 , each with a short introduction along with a list of relevant articles and a time chart showing the popularity trends  ... 
arXiv:2111.00905v2 fatcat:6n6d62lntjfu5pxmjzgi4mpv6i