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45
research
∙ 08/11/2022

HyperTime: Implicit Neural Representation for Time Series

Implicit neural representations (INRs) have recently emerged as a powerf...
Elizabeth Fons, et al. ∙
34
research
∙ 08/11/2022

RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild

We describe a data-driven method for inferring the camera viewpoints giv...
Jason Y. Zhang, et al. ∙
51
research
∙ 08/10/2022

High-Frequency Space Diffusion Models for Accelerated MRI

Denoising diffusion probabilistic models (DDPMs) have been shown to have...
Chentao Cao, et al. ∙
27
research
∙ 08/11/2022

MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition

Unlike the conventional Knowledge Distillation (KD), Self-KD allows a ne...
Chuanguang Yang, et al. ∙
29
research
∙ 08/11/2022

Adaptive and Implicit Regularization for Matrix Completion

The explicit low-rank regularization, e.g., nuclear norm regularization,...
Zhemin Li, et al. ∙
30
research
∙ 08/11/2022

Learning governing physics from output only measurements

Extracting governing physics from data is a key challenge in many areas ...
Tapas Tripura, et al. ∙

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