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07/19/2023
An Improved NeuMIP with Better Accuracy
Neural reflectance models are capable of accurately reproducing the spat...
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07/17/2023
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images
Skin diseases are among the most prevalent health issues, and accurate c...
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07/06/2023
PSDR-Room: Single Photo to Scene using Differentiable Rendering
A 3D digital scene contains many components: lights, materials and geome...
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05/02/2022
Physics-Based Inverse Rendering using Combined Implicit and Explicit Geometries
Mathematically representing the shape of an object is a key ingredient f...
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12/23/2021
Statistical Feature-based Personal Information Detection in Mobile Network Traffic
With the popularity of smartphones, mobile applications (apps) have pene...
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11/30/2021
Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints
We consider data-visualization systems where a middleware layer translat...
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05/06/2021
A Practical Ply-Based Appearance Modeling for Knitted Fabrics
Modeling the geometry and the appearance of knitted fabrics has been cha...
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03/28/2021
Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering
Reconstructing the shape and appearance of real-world objects using meas...
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09/30/2020
MaterialGAN: Reflectance Capture using a Generative SVBRDF Model
We address the problem of reconstructing spatially-varying BRDFs from a ...
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08/01/2020
Online User-AP Association with Predictive Scheduling in Wireless Caching Networks
For wireless caching networks, the scheme design for content delivery is...
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12/07/2019
On the Optical Accuracy of the Salvator Mundi
A debate in the scientific literature has arisen regarding whether the o...
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12/02/2019
A Bayesian Inference Framework for Procedural Material Parameter Estimation
Procedural material models have been graining traction in many applicati...
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07/17/2019
News Cover Assessment via Multi-task Learning
Online personalized news product needs a suitable cover for the article....
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04/25/2019
Mechanics-Aware Modeling of Cloth Appearance
Micro-appearance models have brought unprecedented fidelity and details ...
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09/28/2018
Inverse Transport Networks
We introduce inverse transport networks as a learning architecture for i...
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10/10/2016
