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01/05/2023
WIRE: Wavelet Implicit Neural Representations
Implicit neural representations (INRs) have recently advanced numerous v...
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05/27/2022
Benign Overparameterization in Membership Inference with Early Stopping
Does a neural network's privacy have to be at odds with its accuracy? In...
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02/07/2022
MINER: Multiscale Implicit Neural Representations
We introduce a new neural signal representation designed for the efficie...
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02/02/2022
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
A surprising phenomenon in modern machine learning is the ability of a h...
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11/17/2021
Trajectory Prediction Path Planning for an Object Intercepting UAV with a Mounted Depth Camera
A novel control software architecture using ROS C++ is introduced fo...
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10/27/2020