Wael Abd-Almageed
Orcid: 0000-0002-8320-8530Affiliations:
- USC Information Sciences Institute, Marina del Rey, CA, USA
According to our database1,
Wael Abd-Almageed
authored at least 105 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Look, Learn and Leverage (L<sup>3</sup>): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment.
CoRR, 2024
CoRR, 2024
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations.
CoRR, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies.
CoRR, 2023
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering.
CoRR, 2023
Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks.
CoRR, 2023
CoRR, 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment.
Proceedings of the International Conference on Machine Learning, 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions.
Proceedings of the International Conference on Machine Learning, 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints.
CoRR, 2022
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength.
CoRR, 2022
P<sup>2</sup>M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
IEEE Trans. Biom. Behav. Identity Sci., 2021
Comput. Speech Lang., 2021
MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies.
CoRR, 2021
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
2020
Multispectral Biometrics System Framework: Application to Presentation Attack Detection.
CoRR, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
CoRR, 2019
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks.
Proceedings of the 2019 International Conference on Biometrics, 2019
Proceedings of the 2019 International Conference on Biometrics, 2019
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance.
Proceedings of the 2019 International Conference on Biometrics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Feature Selection using Partial Least Squares regression and optimal experiment design.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
2012
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012
2011
Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds.
Comput. Vis. Image Underst., 2011
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Proceedings of the Document Recognition and Retrieval XVIII, 2011
2010
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010
2009
Efficient band approximation of Gram matrices for large scale kernel methods on GPUs.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009
Proceedings of the 23rd international conference on Supercomputing, 2009
Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
2008
A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation.
Proceedings of the Third International Workshop on Semantic Media Adaptation and Personalization, 2008
Proceedings of the Wireless Sensor and Actor Networks II, 2008
Human detection using iterative feature selection and logistic principal component analysis.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Online, simultaneous shot boundary detection and key frame extraction for sports videos using rank tracing.
Proceedings of the International Conference on Image Processing, 2008
2007
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007
2006
Soft Comput., 2006
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006
Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Multimodal Technologies for Perception of Humans, 2006
2005
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
Proceedings of the Visual Information Processing XIII, Orlando, FL, USA, April 12, 2004, 2004
2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
2002
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002
Eye Tracking Using Active Deformable Models.
Proceedings of the ICVGIP 2002, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the American Control Conference, 2002