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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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05/24/2022
NFL: Robust Learned Index via Distribution Transformation
Recent works on learned index open a new direction for the indexing fiel...
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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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01/27/2021
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression
Nested networks or slimmable networks are neural networks whose architec...
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02/06/2020
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-volatile FPGAs
Energy harvesting is an attractive way to power future IoT devices since...
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05/29/2019
Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex
Estimating the uncertainty of a Bayesian model has been investigated for...
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06/05/2018