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08/09/2022
HRF-Net: Holistic Radiance Fields from Sparse Inputs
We present HRF-Net, a novel view synthesis method based on holistic radi...
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03/03/2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks
We present LDP, a lightweight dense prediction neural architecture searc...
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08/26/2021
StressNAS: Affect State and Stress Detection Using Neural Architecture Search
Smartwatches have rapidly evolved towards capabilities to accurately cap...
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08/25/2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method
This paper presents a novel neural architecture search method, called Li...
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08/25/2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss
Deep neural networks have recently thrived on single image depth estimat...
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12/18/2020
Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion
In this paper, we address the problem of fusing monocular depth estimati...
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11/29/2020
RGBD-Net: Predicting color and depth images for novel views synthesis
We address the problem of novel view synthesis from an unstructured set ...
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04/09/2020
Sequential Neural Rendering with Transformer
This paper address the problem of novel view synthesis by means of neura...
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04/06/2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume
Recovering the scene depth from a single image is an ill-posed problem t...
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04/10/2019