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09/21/2021
Towards a Real-Time Facial Analysis System
Facial analysis is an active research area in computer vision, with many...
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08/16/2021
On the Importance of Encrypting Deep Features
In this study, we analyze model inversion attacks with only two assumpti...
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05/12/2021
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
Since neural networks are data-hungry, incorporating data augmentation i...
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07/15/2020
AdaptiveReID: Adaptive L2 Regularization in Person Re-Identification
We introduce an adaptive L2 regularization mechanism termed AdaptiveReID...
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06/29/2020
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification
This paper studies vehicle attribute recognition by appearance. In the l...
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05/28/2018
Block-optimized Variable Bit Rate Neural Image Compression
In this work, we propose an end-to-end block-based auto-encoder system f...
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02/01/2018
Clustering and Unsupervised Anomaly Detection with L2 Normalized Deep Auto-Encoder Representations
Clustering is essential to many tasks in pattern recognition and compute...
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12/27/2017
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels
Computer vision algorithms with pixel-wise labeling tasks, such as seman...
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12/06/2016