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05/21/2023
Synthesizing Diverse Human Motions in 3D Indoor Scenes
We present a novel method for populating 3D indoor scenes with virtual h...
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01/23/2023
Self-Supervised Image Representation Learning: Transcending Masking with Paired Image Overlay
Self-supervised learning has become a popular approach in recent years f...
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10/18/2022
ARAH: Animatable Volume Rendering of Articulated Human SDFs
Combining human body models with differentiable rendering has recently e...
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07/26/2022
Compositional Human-Scene Interaction Synthesis with Semantic Control
Synthesizing natural interactions between virtual humans and their 3D en...
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07/12/2021
Investor Behavior Modeling by Analyzing Financial Advisor Notes: A Machine Learning Perspective
Modeling investor behavior is crucial to identifying behavioral coaching...
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06/22/2021
MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images
In this paper, we aim to create generalizable and controllable neural si...
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04/16/2021
Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration
Registering point clouds of dressed humans to parametric human models is...
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03/05/2021
Extend the FFmpeg Framework to Analyze Media Content
This paper introduces a new set of video analytics plugins developed for...
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12/06/2019
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition
Modern computer vision (CV) is often based on convolutional neural netwo...
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09/12/2019
Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution
In this paper, we introduce a new optimization approach to Entity Resolu...
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07/24/2019
Movement science needs different pose tracking algorithms
Over the last decade, computer science has made progress towards extract...
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05/13/2018
Accelerating Message Passing for MAP with Benders Decomposition
We introduce a novel mechanism to tighten the local polytope relaxation ...
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11/21/2017
Efficient Multi-Person Pose Estimation with Provable Guarantees
Multi-person pose estimation (MPPE) in natural images is key to the mean...
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09/21/2017
Efficient Column Generation for Cell Detection and Segmentation
We study the problem of instance segmentation in biological images with ...
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09/18/2017
Multi-Person Pose Estimation via Column Generation
We study the problem of multi-person pose estimation in natural images. ...
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09/13/2017
Exploiting skeletal structure in computer vision annotation with Benders decomposition
Many annotation problems in computer vision can be phrased as integer li...
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12/01/2016
Efficient Pose and Cell Segmentation using Column Generation
We study the problems of multi-person pose segmentation in natural image...
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10/05/2016
Learning Optimal Parameters for Multi-target Tracking with Contextual Interactions
We describe an end-to-end framework for learning parameters of min-cost ...
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12/08/2015
Tracking Objects with Higher Order Interactions using Delayed Column Generation
We study the problem of multi-target tracking and data association in vi...
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12/05/2014