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08/14/2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields
Recently, Neural Radiance Field (NeRF) has shown great success in render...
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04/21/2022
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space
Translation distance based knowledge graph embedding (KGE) methods, such...
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01/31/2022
On the Power-Law Spectrum in Deep Learning: A Bridge to Protein Science
It is well-known that the Hessian matters to optimization, generalizatio...
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08/02/2021
S^2-MLPv2: Improved Spatial-Shift MLP Architecture for Vision
Recently, MLP-based vision backbones emerge. MLP-based vision architectu...
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06/28/2021
Rethinking Token-Mixing MLP for MLP-based Vision Backbone
In the past decade, we have witnessed rapid progress in the machine visi...
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06/14/2021
S^2-MLP: Spatial-Shift MLP Architecture for Vision
Recently, visual Transformer (ViT) and its following works abandon the c...
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11/02/2020
Identification of Matrix Joint Block Diagonalization
Given a set 𝒞={C_i}_i=1^m of square matrices, the matrix blind joint blo...
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10/29/2020
Tensor Completion via Tensor Networks with a Tucker Wrapper
In recent years, low-rank tensor completion (LRTC) has received consider...
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03/24/2020
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations
We consider the problem of robust matrix completion, which aims to recov...
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03/24/2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem
This paper considers the sparse generalized eigenvalue problem (SGEP), w...
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12/19/2019
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition
The two-dimensional principal component analysis (2DPCA) has become one ...
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05/15/2019