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02/25/2023
BrainCLIP: Bridging Brain and Visual-Linguistic Representation via CLIP for Generic Natural Visual Stimulus Decoding from fMRI
Reconstructing perceived natural images or decoding their categories fro...
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01/24/2023
Image Super-Resolution using Efficient Striped Window Transformer
Recently, transformer-based methods have made impressive progress in sin...
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10/12/2021
Convergence and stability of the semi-tamed Milstein method for commutative stochastic differential equations with non-globally Lipschitz continuous coefficients
A new explicit stochastic scheme of order 1 is proposed for solving comm...
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05/10/2021
A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation via Alternating Gradient Descent with Hard Thresholding
In this paper, we present a sharp analysis for an alternating gradient d...
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04/07/2021
Time-Data Tradeoffs in Structured Signals Recovery via Proximal-Gradient Homotopy Method
In this paper, we characterize data-time tradeoffs of the proximal-gradi...
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03/24/2021
Quantized Corrupted Sensing with Random Dithering
Corrupted sensing concerns the problem of recovering a high-dimensional ...
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01/03/2021
Phase Transitions in Recovery of Structured Signals from Corrupted Measurements
This paper is concerned with the problem of recovering a structured sign...
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08/05/2020
Spectrally Sparse Signal Recovery via Hankel Matrix Completion with Prior Information
This paper studies the problem of reconstructing spectrally sparse signa...
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01/05/2020
Matrix Completion with Prior Subspace Information via Maximizing Correlation
This paper studies the problem of completing a low-rank matrix from a fe...
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10/16/2019
Covariance Matrix Estimation from Correlated Sub-Gaussian Samples
This paper studies the problem of estimating a covariance matrix from co...
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06/12/2019
The Herbarium Challenge 2019 Dataset
Herbarium sheets are invaluable for botanical research, and considerable...
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01/24/2019
Recovery of Structured Signals From Corrupted Non-Linear Measurements
This paper studies the problem of recovering a structured signal from a ...
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11/30/2018
Localization from Incomplete Euclidean Distance Matrix: Performance Analysis for the SVD-MDS Approach
Localizing a cloud of points from noisy measurements of a subset of pair...
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08/03/2018
Covariance Matrix Estimation from Correlated Samples
Covariance matrix estimation concerns the problem of estimating the cova...
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01/03/2018