Ghassan AlRegib

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 172

Top Venues

CoRR

ICIP

Signal Process. Image Commun.

IEEE Signal Process. Mag.

Publications

Prithwijit Chowdhury, Mohit Prabhushankar, Ghassan AlRegib, Mohamed Deriche
Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona
Gaussian Switch Sampling: A Second-Order Approach to Active Learning. IEEE Trans. Artif. Intell. 5 (1) (2024)
Chen Zhou, Ghassan AlRegib, Armin Parchami, Kunjan Singh
TrajPRed: Trajectory Prediction with Region-based Relation Learning. CoRR (2024)
Kiran Kokilepersaud, Yavuz Yarici, Mohit Prabhushankar, Ghassan AlRegib
Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss. CoRR (2024)
Efe Ozturk, Mohit Prabhushankar, Ghassan AlRegib
Intelligent Multi-View Test Time Augmentation. CoRR (2024)
Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib
Perceptual Quality-based Model Training under Annotator Label Uncertainty. CoRR (2024)
Chen Zhou, Ghassan AlRegib, Armin Parchami, Kunjan Singh
TrajPRed: Trajectory Prediction With Region-Based Relation Learning. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Mohit Prabhushankar, Ghassan AlRegib
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Transitional Uncertainty with Layered Intermediate Predictions. CoRR (2024)
Yavuz Yarici, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Explaining Representation Learning with Perceptual Components. CoRR (2024)
Mohit Prabhushankar, Ghassan AlRegib
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Effective Data Selection for Seismic Interpretation through Disagreement. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona
Gaussian Switch Sampling: A Second Order Approach to Active Learning. CoRR (2023)
Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles C. Wykoff
Clinically Labeled Contrastive Learning for OCT Biomarker Classification. CoRR (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. BigData (2023)
Jinsol Lee, Charlie Lehman, Mohit Prabhushankar, Ghassan AlRegib
Probing the Purview of Neural Networks via Gradient Analysis. CoRR (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. CoRR (2023)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. CoRR (2023)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Explaining Deep Models through Forgettable Learning Dynamics. CoRR (2023)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation. CoRR (2023)
Zoe Fowler, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Clinical Trial Active Learning. CoRR (2023)
Jinsol Lee, Charlie Lehman, Mohit Prabhushankar, Ghassan AlRegib
Probing the Purview of Neural Networks via Gradient Analysis. IEEE Access 11 (2023)
Kiran Kokilepersaud, Mohit Prabhushankar, Yavuz Yarici, Ghassan AlRegib, Armin Parchami
Exploiting the Distortion-Semantic Interaction in Fisheye Data. CoRR (2023)
Mohit Prabhushankar, Ghassan AlRegib
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks. CoRR (2023)
Chen Zhou, Ghassan AlRegib, Armin Parchami, Kunjan Singh
Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior. CoRR (2023)
Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles C. Wykoff
Clinically Labeled Contrastive Learning for OCT Biomarker Classification. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Jinsol Lee, Ghassan AlRegib
Open-Set Recognition with Gradient-Based Representations. CoRR (2022)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ahmad Mustafa, Ghassan AlRegib
Explainable Machine Learning for Hydrocarbon Prospect Risking. CoRR (2022)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. ICIP (2022)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib, Stephanie Trejo Corona, Charles C. Wykoff
Gradient-Based Severity Labeling for Biomarker Classification in Oct. ICIP (2022)
Gukyeong Kwon, Ghassan AlRegib
A Gating Model for Bias Calibration in Generalized Zero-shot Learning. CoRR (2022)
Mohit Prabhushankar, Ghassan AlRegib
Introspective Learning : A Two-Stage Approach for Inference in Neural Networks. CoRR (2022)
Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles C. Wykoff
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics. CoRR (2022)
Yash-yee Logan, Ryan Benkert, Ahmad Mustafa, Gukyeong Kwon, Ghassan AlRegib
Patient Aware Active Learning for Fine-Grained OCT Classification. CoRR (2022)
Ghassan AlRegib, Mohit Prabhushankar
Explanatory Paradigms in Neural Networks. CoRR (2022)
Yash-yee Logan, Kiran Kokilepersaud, Gukyeong Kwon, Ghassan AlRegib, Charles C. Wykoff, Hannah Yu
Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification. CoRR (2022)
Yash-yee Logan, Ryan Benkert, Ahmad Mustafa, Ghassan AlRegib
Patient Aware Active Learning for Fine-Grained OCT Classification. ICIP (2022)
Yash-yee Logan, Kiran Kokilepersaud, Gukyeong Kwon, Ghassan AlRegib, Charles C. Wykoff, Hannah Yu
Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification. ISBI (2022)
Chen Zhou, Ghassan AlRegib, Armin Parchami, Kunjan Singh
Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior. ICIP (2022)
Jinsol Lee, Mohit Prabhushankar, Ghassan AlRegib
Gradient-Based Adversarial and Out-of-Distribution Detection. CoRR (2022)
Ahmad Mustafa, Ghassan AlRegib
Man-recon: manifold learning for reconstruction with deep autoencoder for smart seismic interpretation. CoRR (2022)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Clinical Contrastive Learning for Biomarker Detection. CoRR (2022)
Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles C. Wykoff
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics. NeurIPS (2022)
Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib
On the Ramifications of Human Label Uncertainty. CoRR (2022)
Ghassan AlRegib, Mohit Prabhushankar
Explanatory Paradigms in Neural Networks: Towards relevant and contextual explanations. IEEE Signal Process. Mag. 39 (4) (2022)
Muhammad Amir Shafiq, Zhiling Long, Haibin Di, Ghassan AlRegib
A novel attention model for salient structure detection in seismic volumes. CoRR (2022)
Mohit Prabhushankar, Ghassan AlRegib
Introspective Learning : A Two-Stage approach for Inference in Neural Networks. NeurIPS (2022)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation. CoRR (2022)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Explaining Deep Models Through Forgettable Learning Dynamics. ICIP (2021)
Jinsol Lee, Ghassan AlRegib
Open-Set Recognition With Gradient-Based Representations. ICIP (2021)
Mohit Prabhushankar, Ghassan AlRegib
Contrastive Reasoning in Neural Networks. CoRR (2021)
Mohit Prabhushankar, Ghassan AlRegib
Extracting Causal Visual Features For Limited Label Classification. ICIP (2021)
Ahmad Mustafa, Ghassan AlRegib
Man-Recon: Manifold Learning For Reconstruction With Deep Autoencoder For Smart Seismic Interpretation. ICIP (2021)
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib
Action Segmentation with Mixed Temporal Domain Adaptation. CoRR (2021)
Oluwaseun Joseph Aribido, Ghassan AlRegib, Yazeed Alaudah
Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection. CoRR (2021)
Mohit Prabhushankar, Ghassan AlRegib
Extracting Causal Visual Features for Limited label Classification. CoRR (2021)
Mohit Prabhushankar, Gukyeong Kwon, Dogancan Temel, Ghassan AlRegib
Contrastive Explanations In Neural Networks. ICIP (2020)
Yuting Hu, Zhen Wang, Ghassan AlRegib
Texture classification using block intensity and gradient difference (BIGD) descriptor. Signal Process. Image Commun. 83 (2020)
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib
Action Segmentation with Mixed Temporal Domain Adaptation. WACV (2020)
Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi
Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. ICIP (2020)
Dogancan Temel, Melvin J. Mathew, Ghassan AlRegib, Yousuf M. Khalifa
Relative Afferent Pupillary Defect Screening Through Transfer Learning. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Moamen Soliman, Charles Lehman, Ghassan AlRegib
: Semi-Supervised Self-Supervised Semantic Segmentation. ICIP (2020)
Charles Lehman, Dogancan Temel, Ghassan AlRegib
On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption. CoRR (2020)
Jinsol Lee, Ghassan AlRegib
Gradients as a Measure of Uncertainty in Neural Networks. CoRR (2020)
Yutong Sun, Mohit Prabhushankar, Ghassan AlRegib
Implicit Saliency in Deep Neural Networks. CoRR (2020)
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
Backpropagated Gradient Representations for Anomaly Detection. ECCV (21) (2020)
Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib, Sungmee Park, Sundaresan Jayaraman
Fabric Surface Characterization: Assessment of Deep Learning-based Texture Representations Using a Challenging Dataset. CoRR (2020)
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
Novelty Detection Through Model-Based Characterization of Neural Networks. ICIP (2020)
Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche
Self-Supervised Annotation of Seismic Images using Latent Space Factorization. CoRR (2020)
Jinsol Lee, Ghassan AlRegib
Gradients as a Measure of Uncertainty in Neural Networks. ICIP (2020)
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation. CoRR (2020)
Dogancan Temel, Min-Hung Chen, Ghassan AlRegib
Traffic Sign Detection Under Challenging Conditions: A Deeper Look into Performance Variations and Spectral Characteristics. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Shirley Liu, Charles Lehman, Ghassan AlRegib
Robustness and Overfitting Behavior of Implicit Background Models. CoRR (2020)
Yuting Hu, Zhen Wang, Ghassan AlRegib
Texture Classification using Block Intensity and Gradient Difference (BIGD) Descriptor. CoRR (2020)
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira
Learning to Generate Grounded Visual Captions Without Localization Supervision. ECCV (18) (2020)
Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche
Self-Supervised Annotation of Seismic Images Using Latent Space Factorization. ICIP (2020)
Yutong Sun, Mohit Prabhushankar, Ghassan AlRegib
Implicit Saliency In Deep Neural Networks. ICIP (2020)
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
Backpropagated Gradient Representations for Anomaly Detection. CoRR (2020)
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation. CVPR (2020)
Mohit Prabhushankar, Gukyeong Kwon, Dogancan Temel, Ghassan AlRegib
Contrastive Explanations in Neural Networks. CoRR (2020)
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
Novelty Detection Through Model-Based Characterization of Neural Networks. CoRR (2020)
Shirley Liu, Charles Lehman, Ghassan AlRegib
Robustness And Overfitting Behavior Of Implicit Background Models. ICIP (2020)
Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib
Texture retrieval using periodically extended and adaptive curvelets. CoRR (2019)
Dogancan Temel, Ghassan AlRegib
Perceptual image quality assessment through spectral analysis of error representations. Signal Process. Image Commun. 70 (2019)
Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib
Texture retrieval using periodically extended and adaptive curvelets. Signal Process. Image Commun. 76 (2019)
Motaz Alfarraj, Ghassan AlRegib
Semi-supervised Sequence Modeling for Elastic Impedance Inversion. CoRR (2019)
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib
Temporal Attentive Alignment for Video Domain Adaptation. CoRR (2019)
Yazeed Alaudah, Patrycja Michalowicz, Motaz Alfarraj, Ghassan AlRegib
A Machine Learning Benchmark for Facies Classification. CoRR (2019)
Yuting Hu, Zhiling Long, Ghassan AlRegib
Multi-level Texture Encoding and Representation (MuLTER) based on Deep Neural Networks. CoRR (2019)
Dogancan Temel, Melvin J. Mathew, Ghassan AlRegib, Yousuf M. Khalifa
Automated Pupillary Light Reflex Test on a Portable Platform. CoRR (2019)
Dogancan Temel, Jinsol Lee, Ghassan AlRegib
Object Recognition under Multifarious Conditions: A Reliability Analysis and A Feature Similarity-based Performance Estimation. CoRR (2019)
Tariq Alshawi, Zhiling Long, Ghassan AlRegib
Understanding spatial correlation in eye-fixation maps for visual attention in videos. CoRR (2019)
Charles Lehman, Dogancan Temel, Ghassan AlRegib
Implicit Background Estimation For Semantic Segmentation. ICIP (2019)
Dogancan Temel, Tariq Alshawi, Min-Hung Chen, Ghassan AlRegib
Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement Conditions. CoRR (2019)
Zhiling Long, Yazeed Alaudah, Muhammad Ali Qureshi, Motaz Al Farraj, Zhen Wang, Asjad Amin, Mohamed A. Deriche, Ghassan AlRegib
Characterization of migrated seismic volumes using texture attributes: a comparative study. CoRR (2019)
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira
The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation. CoRR (2019)
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation. CoRR (2019)
Muhammad Amir Shafiq, Tariq Alshawi, Zhiling Long, Ghassan AlRegib
SalSi: A new seismic attribute for salt dome detection. CoRR (2019)
Dogancan Temel, Min-Hung Chen, Ghassan AlRegib
Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ghassan AlRegib