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09/02/2022
Revisiting Outer Optimization in Adversarial Training
Despite the fundamental distinction between adversarial and natural trai...
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08/30/2022
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance
3D face modeling has been an active area of research in computer vision ...
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12/10/2021
Quality-Aware Multimodal Biometric Recognition
We present a quality-aware multimodal recognition framework that combine...
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07/29/2021
Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN
In recent years, with the advent of deep-learning, face recognition has ...
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12/04/2020
Matching Distributions via Optimal Transport for Semi-Supervised Learning
Semi-Supervised Learning (SSL) approaches have been an influential frame...
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12/02/2020
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection
In this paper, we present a novel differential morph detection framework...
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04/03/2020
Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval
Cross-modal hashing facilitates mapping of heterogeneous multimedia data...
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03/10/2020
SuperMix: Supervising the Mixing Data Augmentation
In this paper, we propose a supervised mixing augmentation method, terme...
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01/13/2020
Boosting Deep Face Recognition via Disentangling Appearance and Geometry
In this paper, we propose a framework for disentangling the appearance a...
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10/08/2019
SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations
Deep neural networks are susceptible to adversarial manipulations in the...
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09/17/2019
Identity-Aware Deep Face Hallucination via Adversarial Face Verification
In this paper, we address the problem of face hallucination by proposing...
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08/05/2019
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition
In this paper, we propose a novel attribute-guided cross-resolution (low...
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02/11/2019
Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval
With benefits of fast query speed and low storage cost, hashing-based im...
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11/29/2018
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound
Unsupervised image-to-image translation is a class of computer vision pr...
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10/12/2018
Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis
Face sketch-photo synthesis is a critical application in law enforcement...
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04/20/2018
A Deep Face Identification Network Enhanced by Facial Attributes Prediction
In this paper, we propose a new deep framework which predicts facial att...
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05/31/2017