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04/18/2023
Variational Relational Point Completion Network for Robust 3D Classification
Real-scanned point clouds are often incomplete due to viewpoint, occlusi...
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04/03/2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement
Existing image restoration methods mostly leverage the posterior distrib...
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09/30/2022
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
Sketch-and-extrude is a common and intuitive modeling process in compute...
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09/17/2022
CARNet:Compression Artifact Reduction for Point Cloud Attribute
A learning-based adaptive loop filter is developed for the Geometry-base...
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08/12/2022
Sequential Causal Imitation Learning with Unobserved Confounders
"Monkey see monkey do" is an age-old adage, referring to naïve imitation...
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08/12/2022
Causal Imitation Learning with Unobserved Confounders
One of the common ways children learn is by mimicking adults. Imitation ...
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07/20/2022
Monocular 3D Object Reconstruction with GAN Inversion
Recovering a textured 3D mesh from a monocular image is highly challengi...
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11/24/2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
Chamfer Distance (CD) and Earth Mover's Distance (EMD) are two broadly a...
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10/12/2021
Partial Counterfactual Identification from Observational and Experimental Data
This paper investigates the problem of bounding counterfactual queries f...
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04/27/2021
Unsupervised 3D Shape Completion through GAN Inversion
Most 3D shape completion approaches rely heavily on partial-complete sha...
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04/20/2021
Variational Relational Point Completion Network
Real-scanned point clouds are often incomplete due to viewpoint, occlusi...
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08/07/2020
Leveraging Localization for Multi-camera Association
We present McAssoc, a deep learning approach to the as-sociation of dete...
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07/29/2020
MessyTable: Instance Association in Multiple Camera Views
We present an interesting and challenging dataset that features a large ...
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02/19/2019