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08/21/2023
Spectral Graphormer: Spectral Graph-based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images
We propose a novel transformer-based framework that reconstructs two hig...
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07/30/2023
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation
In this paper, we study Text-to-3D content generation leveraging 2D diff...
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08/07/2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
Steerable models can provide very general and flexible equivariance by f...
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11/01/2021
Accurate Point Cloud Registration with Robust Optimal Transport
This work investigates the use of robust optimal transport (OT) for shap...
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07/02/2021
How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition
Contrastive learning applied to self-supervised representation learning ...
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04/08/2021
PDO-eS^2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs
Spherical signals exist in many applications, e.g., planetary data, LiDA...
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08/17/2020
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies
Registration of images with pathologies is challenging due to tissue app...
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07/20/2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions
Recent research has shown that incorporating equivariance into neural ne...
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07/05/2020
Anatomical Data Augmentation via Fluid-based Image Registration
We introduce a fluid-based image augmentation method for medical image a...
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06/01/2019
Region-specific Diffeomorphic Metric Mapping
We introduce a region-specific diffeomorphic metric mapping (RDMM) regis...
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03/21/2019
Networks for Joint Affine and Non-parametric Image Registration
We introduce an end-to-end deep-learning framework for 3D medical image ...
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11/22/2016
Learning Multi-level Features For Sensor-based Human Action Recognition
This paper proposes a multi-level feature learning framework for human a...
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11/18/2016