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02/18/2023
2D-Empowered 3D Object Detection on the Edge
3D object detection has a pivotal role in a wide range of applications, ...
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03/30/2022
A Fast Transformer-based General-Purpose Lossless Compressor
Deep-learning-based compressor has received interests recently due to mu...
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02/06/2021
The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization
Deep neural networks with batch normalization (BN-DNNs) are invariant to...
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01/27/2021