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02/28/2023
mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor
For widespread adoption, public security and surveillance systems must b...
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02/28/2023
Continuous interaction with a smart speaker via low-dimensional embeddings of dynamic hand pose
This paper presents a new continuous interaction strategy with visual fe...
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10/14/2022
Optimizing Vision Transformers for Medical Image Segmentation and Few-Shot Domain Adaptation
The adaptation of transformers to computer vision is not straightforward...
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06/01/2022
The Fully Convolutional Transformer for Medical Image Segmentation
We propose a novel transformer model, capable of segmenting medical imag...
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11/25/2021
Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image
We develop a rotation equivariant model for generating 3D hand meshes fr...
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11/21/2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing
We present CpT: Convolutional point Transformer - a novel deep learning ...
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07/04/2021
Survey: Leakage and Privacy at Inference Time
Leakage of data from publicly available Machine Learning (ML) models is ...
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04/07/2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing
The application of deep learning to 3D point clouds is challenging due t...
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12/04/2019
Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation
Given that convolutional neural networks extract features via learning c...
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10/22/2019
Penalizing small errors using an Adaptive Logarithmic Loss
Loss functions are error metrics that quantify the difference between a ...
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05/18/2019
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing
Deep neural networks have established themselves as the state-of-the-art...
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02/08/2019