Djamila Aouada

Orcid: 0000-0002-7576-2064

According to our database1, Djamila Aouada authored at least 142 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Exploiting autoencoder's weakness to generate pseudo anomalies.
Neural Comput. Appl., August, 2024

DermSynth3D: Synthesis of in-the-wild annotated dermatology images.
Medical Image Anal., 2024

Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods.
Expert Syst. Appl., 2024

Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains.
Comput. Vis. Image Underst., 2024

DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference.
CoRR, 2024

FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection.
CoRR, 2024

A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning.
CoRR, 2024

How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?
CoRR, 2024

Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies.
CoRR, 2024

PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision.
CoRR, 2024

Statistics-aware Audio-visual Deepfake Detector.
CoRR, 2024

LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection.
CoRR, 2024

Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Self-Supervised Learning for Place Representation Generalization across Appearance Changes.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Facial Region-Based Ensembling for Unsupervised Temporal Deepfake Localization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Targeted Augmented Data for Audio Deepfake Detection.
Proceedings of the 32nd European Signal Processing Conference, 2024

TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds.
Proceedings of the Computer Vision - ECCV 2024, 2024

Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CAD-SIGNet: CAD Language Inference from Point Clouds Using Layer-Wise Sketch Instance Guided Attention.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Why Is Everyone Training Very Deep Neural Network With Skip Connections?
IEEE Trans. Neural Networks Learn. Syst., September, 2023

CalcGraph: taming the high costs of deep learning using models.
Softw. Syst. Model., August, 2023

A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes.
Appl. Intell., June, 2023

Space Debris: Are Deep Learning-based Image Enhancements part of the Solution?
CoRR, 2023

Impact of Disentanglement on Pruning Neural Networks.
CoRR, 2023

A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects.
CoRR, 2023

You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Multi-Label Deepfake Classification.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

3D-Aware Object Localization using Gaussian Implicit Occupancy Function.
IROS, 2023

SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UNTAG: Learning Generic Features for Unsupervised Type-Agnostic Deepfake Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022
Lessons from a Space Lab - An Image Acquisition Perspective.
CoRR, 2022

Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN).
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Closer Look at Autoencoders for Unsupervised Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Leveraging Equivariant Features for Absolute Pose Regression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Profiling the real world potential of neural network compression.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations.
Proceedings of the International Conference on 3D Vision, 2022

2021
Training very deep neural networks: Rethinking the role of skip connections.
Neurocomputing, 2021

Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation.
CoRR, 2021

Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition.
CoRR, 2021

SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment.
CoRR, 2021

Deep network compression with teacher latent subspace learning and LASSO.
Appl. Intell., 2021

Dense and Sparse 3D Deformation Signatures for 3D Dynamic Face Recognition.
IEEE Access, 2021

Leveraging High-Frequency Components for Deepfake Detection.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Explaining Defect Detection with Saliency Maps.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Fast Adaptive Reparametrization (FAR) With Application to Human Action Recognition.
IEEE Signal Process. Lett., 2020

Improved Highway Network Block for Training Very Deep Neural Networks.
IEEE Access, 2020

Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Revisiting the Training of Very Deep Neural Networks without Skip Connections.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Towards Generalization of 3D Human Pose Estimation in the Wild.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatio-Temporal Graph Convolutional Network for Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Space-Time Triplet Loss Network for Dynamic 3D Face Verification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work?
Proceedings of the Neural Information Processing - 27th International Conference, 2020

3D Sparse Deformation Signature for Dynamic Face Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2020

Going Deeper With Neural Networks Without Skip Connections.
Proceedings of the IEEE International Conference on Image Processing, 2020

Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D.
Proceedings of the IEEE International Conference on Image Processing, 2020

3d Deformation Signature for Dynamic Face Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Automatic CAD Modeling from 3D Scan Sketch based Representation.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

3DBooSTeR: 3D Body Shape and Texture Recovery.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Localized Trajectories for 2D and 3D Action Recognition.
Sensors, 2019

Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition.
CoRR, 2019

Bi-objective Framework for Sensor Fusion in RGB-D Multi-View Systems: Applications in Calibration.
CoRR, 2019

Home self-training: Visual feedback for assisting physical activity for stroke survivors.
Comput. Methods Programs Biomed., 2019

A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Bodyfitr: Robust Automatic 3D Human Body Fitting.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning to Fuse Latent Representations for Multimodal Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

View-invariant Action Recognition from RGB Data via 3D Pose Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Two-Stage RGB-Based Action Detection Using Augmented 3D Poses.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Deformation-Based 3D Facial Expression Representation.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Full 3D Reconstruction of Non-Rigidly Deforming Objects.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Deformation Based Curved Shape Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep Learning Advances on Different 3D Data Representations: A Survey.
CoRR, 2018

Anticipating Suspicious Actions using a Small Dataset of Action Templates.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Deformation-Based Abnormal Motion Detection using 3D Skeletons.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

A Revisit of Action Detection Using Improved Trajectories.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Improving the Capacity of Very Deep Networks with Maxout Units.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Highway Network Block With Gates Constraints for Training Very Deep Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Pose Encoding for Robust Skeleton-Based Action Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

3DBodyTex: Textured 3D Body Dataset.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Video-based Feedback for Assisting Physical Activity.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Deformation transfer of 3D human shapes and poses on manifolds.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Enhanced trajectory-based action recognition using human pose.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

STARR - Decision SupporT and self-mAnagement system for stRoke survivoRs Vision based Rehabilitation System.
Proceedings of the European Project Space on Networks, 2017

Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Feature engineering strategies for credit card fraud detection.
Expert Syst. Appl., 2016

Enhancement of dynamic depth scenes by upsampling for precise super-resolution (UP-SR).
Comput. Vis. Image Underst., 2016

A revisit to human action recognition from depth sequences: Guided SVM-sampling for joint selection.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

RGB-D and Thermal Sensor Fusion - Application in Person Tracking.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Visual and Human-Interpretable Feedback for Assisting Physical Activity.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Similarity Metric for Curved Shapes in Euclidean Space.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Unified multi-lateral filter for real-time depth map enhancement.
Image Vis. Comput., 2015

Example-dependent cost-sensitive decision trees.
Expert Syst. Appl., 2015

A novel cost-sensitive framework for customer churn predictive modeling.
Decis. Anal., 2015

Ensemble of Example-Dependent Cost-Sensitive Decision Trees.
CoRR, 2015

Patch-based Statistical Performance Analysis of Upsampling for Precise Super-Resolution.
Proceedings of the VISAPP 2015, 2015

Detecting Credit Card Fraud Using Periodic Features.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Template-based statistical shape modelling on deformation space.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Real-time non-rigid multi-frame depth video super-resolution.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

View-Independent Enhanced 3D Reconstruction of Non-rigidly Deforming Objects.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Improving Credit Card Fraud Detection with Calibrated Probabilities.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

RGB-D Multi-view System Calibration for Full 3D Scene Reconstruction.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

SPN<sup>2</sup>: Single-sided privacy preserving nearest neighbor and its application to face recognition.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Surface UP-SR for an improved face recognition using low resolution depth cameras.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Kinect Deform: Enhanced 3D Reconstruction of Non-rigidly Deforming Objects.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Real-time depth enhancement by fusion for RGB-D cameras.
IET Comput. Vis., 2013

Multi-frame super-resolution by enhanced shift & add.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Dynamic super resolution of depth sequences with non-rigid motions.
Proceedings of the IEEE International Conference on Image Processing, 2013

Depth Super-Resolution by Enhanced Shift and Add.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Real-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig.
IEEE J. Sel. Top. Signal Process., 2012

Bilateral filter evaluation based on exponential kernels.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Spatio-temporal ToF data enhancement by fusion.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Depth Enhancement by Fusion for Passive and Active Sensing.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Who clicks there!: Anonymizing the photographer in a camera saturated society
CoRR, 2011

Who clicks there!: anonymising the photographer in a camera saturated society.
Proceedings of the 10th annual ACM workshop on Privacy in the electronic society, 2011

A new 1-D colour model and its application to image filtering.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Spiral colour model: Reduction from 3-D to 2-D.
Proceedings of the IEEE International Conference on Acoustics, 2011

Real-time hybrid ToF multi-camera rig fusion system for depth map enhancement.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

A new multi-lateral filter for real-time depth enhancement.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Squigraphs for Fine and Compact Modeling of 3-D Shapes.
IEEE Trans. Image Process., 2010

Mahalanobis-based Adaptive Nonlinear Dimension Reduction.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Meaningful 3D shape partitioning using Morse functions.
Proceedings of the International Conference on Image Processing, 2009

Novel similarity invariant for space curves using turning angles and its application to object recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

3D object recognition using fully intrinsic skeletal graphs.
Proceedings of the Computational Imaging VI, 2008

2007
3D Mixed Invariant and its Application on Object Classification.
Proceedings of the IEEE International Conference on Acoustics, 2007

Statistical Analysis of the Global Geodesic Function for 3D Object Classification.
Proceedings of the IEEE International Conference on Acoustics, 2007


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