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04/06/2023
LANe: Lighting-Aware Neural Fields for Compositional Scene Synthesis
Neural fields have recently enjoyed great success in representing and re...
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04/01/2022
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks
Real-world autonomous driving datasets comprise of images aggregated fro...
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04/28/2020
Deflating Dataset Bias Using Synthetic Data Augmentation
Deep Learning has seen an unprecedented increase in vision applications ...
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01/25/2020
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation
Generative Adversarial Networks (GANs) are now widely used for photo-rea...
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06/25/2018
Context-Aware Pedestrian Motion Prediction In Urban Intersections
This paper presents a novel context-based approach for pedestrian motion...
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06/25/2018