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08/01/2022
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel
Recent Deep Learning (DL) advancements in solving complex real-world tas...
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02/15/2022
Texture Aware Autoencoder Pre-training And Pairwise Learning Refinement For Improved Iris Recognition
This paper presents a texture aware end-to-end trainable iris recognitio...
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09/09/2021
Multilingual Audio-Visual Smartphone Dataset And Evaluation
Smartphones have been employed with biometric-based verification systems...
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05/03/2021
Explaining Outcomes of Multi-Party Dialogues using Causal Learning
Multi-party dialogues are common in enterprise social media on technical...
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01/24/2021
Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey
Biometric recognition is a trending technology that uses unique characte...
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09/08/2020
Alternating Direction Method of Multipliers for Quantization
Quantization of the parameters of machine learning models, such as deep ...
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07/16/2020
Antarjami: Exploring psychometric evaluation through a computer-based game
A number of questionnaire based psychometric testing frameworks are glob...
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02/20/2020
Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data
In this paper, we present a texture aware lightweight deep learning fram...
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06/27/2019
ExTra: Transfer-guided Exploration
In this work we present a novel approach for transfer-guided exploration...
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04/09/2019
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images
Hyperspectral images of land-cover captured by airborne or satellite-mou...
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01/21/2019
Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks
Coronary artery disease accounts for a large number of deaths across the...
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01/21/2019
SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes
Ultrasound imaging is generally employed for real-time investigation of ...
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01/17/2019
UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks
Ultrasound image compression by preserving speckle-based key information...
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12/05/2018
Visual Attention for Behavioral Cloning in Autonomous Driving
The goal of our work is to use visual attention to enhance autonomous dr...
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11/16/2017
Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network
Contemporary benchmark methods for image inpainting are based on deep ge...
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12/01/2016
BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification
Deep learning based landcover classification algorithms have recently be...
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11/20/2016
Recurrent Memory Addressing for describing videos
In this paper, we introduce Key-Value Memory Networks to a multimodal se...
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04/17/2016
Visual saliency detection: a Kalman filter based approach
In this paper we propose a Kalman filter aided saliency detection model ...
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04/10/2016
Visualization Regularizers for Neural Network based Image Recognition
The success of deep neural networks is mostly due their ability to learn...
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03/15/2016
Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images
Vision impairment due to pathological damage of the retina can largely b...
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07/07/2013