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02/02/2023
NDJIR: Neural Direct and Joint Inverse Rendering for Geometry, Lights, and Materials of Real Object
The goal of inverse rendering is to decompose geometry, lights, and mate...
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02/12/2021
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives
While there exist a plethora of deep learning tools and frameworks, the ...
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11/24/2020
Efficient Sampling for Predictor-Based Neural Architecture Search
Recently, predictor-based algorithms emerged as a promising approach for...
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05/27/2019
Differentiable Quantization of Deep Neural Networks
We propose differentiable quantization (DQ) for efficient deep neural ne...
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11/13/2018