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04/06/2023
Synthetic Data in Healthcare
Synthetic data are becoming a critical tool for building artificially in...
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12/08/2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction
This work introduces alternating latent topologies (ALTO) for high-fidel...
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09/01/2022
MIME: Minority Inclusion for Majority Group Enhancement of AI Performance
Several papers have rightly included minority groups in artificial intel...
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06/22/2022
Towards Ground Truth for Single Image Deraining
We propose a large-scale dataset of real-world rainy and clean image pai...
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09/28/2021
Towards Rotation Invariance in Object Detection
Rotation augmentations generally improve a model's invariance/equivarian...
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06/10/2021
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation
Camera-based remote photoplethysmography (rPPG) provides a non-contact w...
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11/29/2019
Enhancing Passive Non-Line-of-Sight Imaging Using Polarization Cues
This paper presents a method of passive non-line-of-sight (NLOS) imaging...
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11/27/2019
Visual Physics: Discovering Physical Laws from Videos
In this paper, we teach a machine to discover the laws of physics from v...
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10/01/2019
Blending Diverse Physical Priors with Neural Networks
Machine learning in context of physical systems merits a re-examination ...
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03/25/2019
Physics-based Neural Networks for Shape from Polarization
How should prior knowledge from physics inform a neural network solution...
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03/05/2015
Frequency Domain TOF: Encoding Object Depth in Modulation Frequency
Time of flight cameras may emerge as the 3-D sensor of choice. Today, ti...
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01/20/2015