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05/22/2023
Materialistic: Selecting Similar Materials in Images
Separating an image into meaningful underlying components is a crucial f...
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03/01/2023
Semi-supervised Parametric Real-world Image Harmonization
Learning-based image harmonization techniques are usually trained to und...
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01/12/2023
Domain Expansion of Image Generators
Can one inject new concepts into an already trained generative model, wh...
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07/20/2022
Spotting Temporally Precise, Fine-Grained Events in Video
We introduce the task of spotting temporally precise, fine-grained event...
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06/10/2022
Differentiable Rendering of Neural SDFs through Reparameterization
We present a method to automatically compute correct gradients with resp...
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04/14/2022
Any-resolution Training for High-resolution Image Synthesis
Generative models operate at fixed resolution, even though natural image...
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09/03/2021
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
Human pose is a useful feature for fine-grained sports action understand...
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06/24/2021
Free-viewpoint Indoor Neural Relighting from Multi-view Stereo
We introduce a neural relighting algorithm for captured indoors scenes, ...
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04/29/2021
MarioNette: Self-Supervised Sprite Learning
Visual content often contains recurring elements. Text is made up of gly...
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04/08/2021
Modulated Periodic Activations for Generalizable Local Functional Representations
Multi-Layer Perceptrons (MLPs) make powerful functional representations ...
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02/04/2021
Im2Vec: Synthesizing Vector Graphics without Vector Supervision
Vector graphics are widely used to represent fonts, logos, digital artwo...
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12/09/2020
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments
We introduce a neural network-based method to denoise pairs of images ta...
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12/05/2020
Spatially-Adaptive Pixelwise Networks for Fast Image Translation
We introduce a new generator architecture, aimed at fast and efficient h...
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12/09/2019
Basis Prediction Networks for Effective Burst Denoising with Large Kernels
Bursts of images exhibit significant self-similarity across both time an...
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10/17/2019
A Dataset of Multi-Illumination Images in the Wild
Collections of images under a single, uncontrolled illumination have ena...
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07/10/2017