17 skills found
rballester / TthreshC++ compressor for multidimensional grid data using the Tucker decomposition
vantienpham / CORING:ring: Efficient tensor decomposition-based filter pruning
thanhtbt / Tensor Tracking Survey[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
modelflows / ModelFLOWs AppModelFLOWs application
li012589 / HOSVD PytorchA HOSVD implement in pytorch
davidecoluzzi / Shape And Action Unit Extraction Of 3D Human Face Meshes By Multilinear Dimensionality ReductionThis work aims to create a model able to discern the parameters of shape and action units from 3D human face meshes. The adopted dataset was acquired by using Kinect and consist of 360 3D representation of human faces. More precisely, 20 different users performed 6 specific facial expressions (happy, sad, scared, angry, disgusted, surprised) by using 3 emphasis degree (low, medium, high). The collected dataset was labelled and then modelled in a three-dimensional tensor. Then, a multilinear dimensionality reduction technique (Higher-order singular value decomposition - HOSVD) was applied to separately extract the face deformation features related to the shape units and the action units. These specific features are finally exploited to independently rebuild the user human face by using much fewer data with respect to the starting dataset, specifically the 83% less, maintaining approximately 90% of variance.
XinyuanZhang719 / Gl Hosvdgl-hosvd denoising algorithm
rballester / Tucker CompressionVolume compression using the Tucker/HOSVD tensor decomposition
keylagonzalezabad / HOSVD Microseismic DataApplication of Higher-Order Singular Value Decomposition (HOSVD) for a microseismic dataset.
whistlebee / Pytorch HosvdHigher Order SVD implementation in PyTorch
sliming-ai / Sliming AI.github.io🧠 Singular values-driven automated filter pruning
GeorgeKAHChen / HOSVD Denoise PatchHOSVD denoising algorithm with different patch method
kaityo256 / Hooi SampleComparison between HOSVD and HOOI
latteyt / TuckerDecompositionTucker Decomposition of HOSVD and HOOI only using numpy
UCSF-HMTRC / Hp13c EPI Hosvd DenoisingNo description available
hencran / HOSVDPython implementation of the Higher Order Singular Value Decomposition (Tensor SVD)
MaxenceGiraud / Multiview ClusteringImplementation of Multi-View Partitioning via Tensor Methods [Liu, Ji, Glänzel, Bart De Moo] [IEE,2014]
