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03/22/2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions
We propose a method for editing NeRF scenes with text-instructions. Give...
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08/08/2022
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation
3D deep learning is a growing field of interest due to the vast amount o...
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10/25/2021
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data
Deep learning-based models, when trained in a fully-supervised manner, c...
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09/22/2021
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework
The success of deep learning for medical imaging tasks, such as classifi...
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05/15/2021
Window-Level is a Strong Denoising Surrogate
CT image quality is heavily reliant on radiation dose, which causes a tr...
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05/09/2021
Simulated Data Generation Through Algorithmic Force Coefficient Estimation for AI-Based Robotic Projectile Launch Modeling
Modeling of non-rigid object launching and manipulation is complex consi...
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02/18/2021
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction
Early detection of suicidal ideation in depressed individuals can allow ...
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12/26/2020
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs
Semi-supervised learning has been gaining attention as it allows for per...
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10/28/2020