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05/02/2023
Cross-view Action Recognition via Contrastive View-invariant Representation
Cross view action recognition (CVAR) seeks to recognize a human action w...
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10/01/2021
Self-Supervised Decomposition, Disentanglement and Prediction of Video Sequences while Interpreting Dynamics: A Koopman Perspective
Human interpretation of the world encompasses the use of symbols to cate...
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07/30/2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos
Human pose estimation in video relies on local information by either est...
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09/08/2019
Iterative Spectral Method for Alternative Clustering
Given a dataset and an existing clustering as input, alternative cluster...
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09/06/2019
Spectral Non-Convex Optimization for Dimension Reduction with Hilbert-Schmidt Independence Criterion
The Hilbert Schmidt Independence Criterion (HSIC) is a kernel dependence...
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09/06/2019
Solving Interpretable Kernel Dimension Reduction
Kernel dimensionality reduction (KDR) algorithms find a low dimensional ...
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03/20/2018
DYAN: A Dynamical Atoms Network for Video Prediction
The ability to anticipate the future is essential when making real time ...
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02/20/2018
MoNet: Moments Embedding Network
Bilinear pooling has been recently proposed as a feature encoding layer,...
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09/20/2017
Multi-camera Multi-Object Tracking
In this paper, we propose a pipeline for multi-target visual tracking un...
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04/01/2016
Person Re-identification in Appearance Impaired Scenarios
Person re-identification is critical in surveillance applications. Curre...
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04/03/2015