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07/08/2022
ASL-Homework-RGBD Dataset: An annotated dataset of 45 fluent and non-fluent signers performing American Sign Language homeworks
We are releasing a dataset containing videos of both fluent and non-flue...
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04/20/2022
Sequential Point Clouds: A Survey
Point cloud has drawn more and more research attention as well as real-w...
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03/30/2022
PSMNet: Position-aware Stereo Merging Network for Room Layout Estimation
In this paper, we propose a new deep learning-based method for estimatin...
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01/09/2022
The State of Aerial Surveillance: A Survey
The rapid emergence of airborne platforms and imaging sensors are enabli...
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09/30/2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey
Understanding human behavior and activity facilitates advancement of num...
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04/01/2021
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds
Scene flow depicts the dynamics of a 3D scene, which is critical for var...
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08/08/2020
Cross-modal Center Loss
Cross-modal retrieval aims to learn discriminative and modal-invariant f...
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06/02/2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods
Vision-based monocular human pose estimation, as one of the most fundame...
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05/28/2020
Self-supervised Modal and View Invariant Feature Learning
Most of the existing self-supervised feature learning methods for 3D dat...
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05/01/2020
Recognizing American Sign Language Nonmanual Signal Grammar Errors in Continuous Videos
As part of the development of an educational tool that can help students...
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04/26/2020
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes
The deficiency of 3D segmentation labels is one of the main obstacles to...
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04/13/2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences
The success of supervised learning requires large-scale ground truth lab...
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02/29/2020
VideoSSL: Semi-Supervised Learning for Video Classification
We propose a semi-supervised learning approach for video classification,...
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07/25/2019
Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning
Accurate detection of pulmonary nodules with high sensitivity and specif...
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06/08/2019
3DFPN-HS^2: 3D Feature Pyramid Network Based High Sensitivity and Specificity Pulmonary Nodule Detection
Accurate detection of pulmonary nodules with high sensitivity and specif...
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06/07/2019
Recognizing American Sign Language Manual Signs from RGB-D Videos
In this paper, we propose a 3D Convolutional Neural Network (3DCNN) base...
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02/19/2019
Design and Control of a Quasi-Direct Drive Soft Hybrid Knee Exoskeleton for Injury Prevention during Squatting
This paper presents a new design approach of wearable robots that tackle...
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02/16/2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey
Large-scale labeled data are generally required to train deep neural net...
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01/11/2019
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network
Lung segmentation in computerized tomography (CT) images is an important...
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12/28/2018
Coarse-to-fine Semantic Segmentation from Image-level Labels
Deep neural network-based semantic segmentation generally requires large...
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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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11/29/2018
Discovering Spatio-Temporal Action Tubes
In this paper, we address the challenging problem of spatial and tempora...
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11/28/2018
Self-supervised Spatiotemporal Feature Learning by Video Geometric Transformations
To alleviate the expensive cost of data collection and annotation, many ...
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09/15/2017
