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04/03/2023
Thermal Spread Functions (TSF): Physics-guided Material Classification
Robust and non-destructive material classification is a challenging but ...
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12/14/2022
BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
Quantifying motion in 3D is important for studying the behavior of human...
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10/09/2022
Boost Event-Driven Tactile Learning with Location Spiking Neurons
Tactile sensing is essential for a variety of daily tasks. And recent ad...
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07/26/2022
Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data?
X-ray fluorescence spectroscopy (XRF) plays an important role for elemen...
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07/23/2022
Event-Driven Tactile Learning with Location Spiking Neurons
The sense of touch is essential for a variety of daily tasks. New advanc...
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06/03/2022
Denoising Fast X-Ray Fluorescence Raster Scans of Paintings
Macro x-ray fluorescence (XRF) imaging of cultural heritage objects, whi...
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05/03/2020
Quadtree Driven Lossy Event Compression
Event cameras are emerging bio-inspired sensors that offer salient benef...
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02/26/2019
Event-driven Video Frame Synthesis
Video frame synthesis is an active computer vision problem which has app...
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05/27/2017
Global hard thresholding algorithms for joint sparse image representation and denoising
Sparse coding of images is traditionally done by cutting them into small...
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03/14/2017
Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition
We show that in a deep neural network trained with ReLU, the low-lying l...
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09/17/2016