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03/23/2023
Disguise without Disruption: Utility-Preserving Face De-Identification
With the increasing ubiquity of cameras and smart sensors, humanity is g...
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03/11/2023
Exploring Cycle Consistency Learning in Interactive Volume Segmentation
Interactive volume segmentation can be approached via two decoupled modu...
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12/10/2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision
To date, little attention has been given to multi-view 3D human mesh est...
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10/16/2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation
Federated Learning (FL) is a machine learning paradigm where many local ...
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09/21/2022
PREF: Predictability Regularized Neural Motion Fields
Knowing the 3D motions in a dynamic scene is essential to many vision ap...
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09/10/2022
Self-supervised Human Mesh Recovery with Cross-Representation Alignment
Fully supervised human mesh recovery methods are data-hungry and have po...
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07/12/2022
PseudoClick: Interactive Image Segmentation with Click Imitation
The goal of click-based interactive image segmentation is to obtain prec...
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03/30/2021
Physics-based Differentiable Depth Sensor Simulation
Gradient-based algorithms are crucial to modern computer-vision and grap...
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11/08/2020
AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk
Machine vision for precision agriculture has attracted considerable rese...
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04/09/2019
3D Object Instance Recognition and Pose Estimation Using Triplet Loss with Dynamic Margin
In this paper, we address the problem of 3D object instance recognition ...
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11/29/2018
Incremental Scene Synthesis
We present a method to incrementally generate complete 2D or 3D scenes w...
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10/09/2018
Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition
While convolutional neural networks are dominating the field of computer...
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04/24/2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only
With the increasing availability of large databases of 3D CAD models, de...
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02/27/2017