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11/17/2022
Towards Good Practices in Evaluating Transfer Adversarial Attacks
Transfer adversarial attacks raise critical security concerns in real-wo...
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09/29/2022
Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis
Accurate estimation of Intrinsic Dimensionality (ID) is of crucial impor...
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06/29/2022
Teach me how to Interpolate a Myriad of Embeddings
Mixup refers to interpolation-based data augmentation, originally motiva...
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06/17/2022
AggNet: Learning to Aggregate Faces for Group Membership Verification
In some face recognition applications, we are interested to verify wheth...
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06/09/2021
It Takes Two to Tango: Mixup for Deep Metric Learning
Metric learning involves learning a discriminative representation such t...
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03/29/2021
AlignMix: Improving representation by interpolating aligned features
Mixup is a powerful data augmentation method that interpolates between t...
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02/24/2020
Joint Learning of Assignment and Representation for Biometric Group Membership
This paper proposes a framework for group membership protocols preventin...
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02/24/2020
Group Membership Verification with Privacy: Sparse or Dense?
Group membership verification checks if a biometric trait corresponds to...
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12/04/2019
Walking on the Edge: Fast, Low-Distortion Adversarial Examples
Adversarial examples of deep neural networks are receiving ever increasi...
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04/23/2019
Privacy Preserving Group Membership Verification and Identification
When convoking privacy, group membership verification checks if a biomet...
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04/18/2019
Exquisitor: Interactive Learning at Large
Increasing scale is a dominant trend in today's multimedia collections, ...
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03/28/2019
Smooth Adversarial Examples
This paper investigates the visual quality of the adversarial examples. ...
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12/10/2018
Aggregation and Embedding for Group Membership Verification
This paper proposes a group membership verification protocol preventing ...
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05/25/2018
Dynamicity and Durability in Scalable Visual Instance Search
Visual instance search involves retrieving from a collection of images t...
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02/18/2011
Searching in one billion vectors: re-rank with source coding
Recent indexing techniques inspired by source coding have been shown suc...
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09/21/2010