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12/14/2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation
Most cross-domain unsupervised Video Anomaly Detection (VAD) works assum...
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09/20/2022
Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks
State-of-the-art generative model-based attacks against image classifier...
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09/20/2022
GAMA: Generative Adversarial Multi-Object Scene Attacks
The majority of methods for crafting adversarial attacks have focused on...
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06/04/2022
Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image
Image enhancement approaches often assume that the noise is signal indep...
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10/05/2021
Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations
When compared to the image classification models, black-box adversarial ...
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07/29/2021
Deep Quantized Representation for Enhanced Reconstruction
While machine learning approaches have shown remarkable performance in b...
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07/25/2021
Spatio-Temporal Representation Factorization for Video-based Person Re-Identification
Despite much recent progress in video-based person re-identification (re...
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05/10/2021
Elastic Weight Consolidation (EWC): Nuts and Bolts
In this report, we present a theoretical support of the continual learni...
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08/31/2020
ALANET: Adaptive Latent Attention Network forJoint Video Deblurring and Interpolation
Existing works address the problem of generating high frame-rate sharp v...
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03/21/2020