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08/25/2023
Kissing to Find a Match: Efficient Low-Rank Permutation Representation
Permutation matrices play a key role in matching and assignment problems...
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12/09/2022
Neural Volume Super-Resolution
Neural volumetric representations have become a widely adopted model for...
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11/24/2022
DiffusionSDF: Conditional Generative Modeling of Signed Distance Functions
Probabilistic diffusion models have achieved state-of-the-art results fo...
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12/02/2021
Neural Point Light Fields
We introduce Neural Point Light Fields that represent scenes implicitly ...
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06/30/2020
Classification Confidence Estimation with Test-Time Data-Augmentation
Machine learning plays an increasingly significant role in many aspects ...
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06/16/2020
Explorable Decoding of Compressed Images
The ever-growing amounts of visual contents captured on a daily basis ne...
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12/04/2019
Explorable Super Resolution
Single image super resolution (SR) has seen major performance leaps in r...
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02/01/2019
Natural and Adversarial Error Detection using Invariance to Image Transformations
We propose an approach to distinguish between correct and incorrect imag...
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04/02/2018