| 2026 | WACV | Countering Multi-modal Representation Collapse through Rank-targeted Fusion. | Seulgi Kim, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib |
| 2025 | ICIP | Multi-Level and Multi-Modal Action Anticipation. | Seulgi Kim, Ghazal Kaviani, Mohit Prabhushankar, Ghassan AlRegib |
| 2025 | WACV | HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms. | Kiran Kokilepersaud, Seulgi Kim, Mohit Prabhushankar, Ghassan AlRegib |
| 2024 | CVPR | PointPrompt: A Multi-modal Prompting Dataset for Segment Anything Model. | Jorge Quesada, Mohammad Alotaibi, Mohit Prabhushankar, Ghassan AlRegib |
| 2024 | ICIP | Are Objective Explanatory Evaluation Metrics Trustworthy? An Adversarial Analysis. | Prithwijit Chowdhury, Mohit Prabhushankar, Ghassan AlRegib, Mohamed Deriche |
| 2024 | ICIP | Taxes are All You Need: Integration Of Taxonomical Hierarchy Relationships Into the Contrastive Loss. | Kiran Kokilepersaud, Yavuz Yarici, Mohit Prabhushankar, Ghassan AlRegib |
| 2024 | ICIP | Intelligent Multi-View Test Time Augmentation. | Efe Ozturk, Mohit Prabhushankar, Ghassan AlRegib |
| 2024 | ICIP | Explaining Representation Learning With Perceptual Components. | Yavuz Yarici, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib |
| 2024 | ICML | Transitional Uncertainty with Layered Intermediate Predictions. | Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib |
| 2022 | ICIP | Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. | Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib |
| 2022 | ICIP | Gradient-Based Severity Labeling for Biomarker Classification in Oct. | Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib, Stephanie Trejo Corona, Charles C. Wykoff |
| 2022 | ICIP | Patient Aware Active Learning for Fine-Grained OCT Classification. | Yash-Yee Logan, Ryan Benkert, Ahmad Mustafa, Ghassan AlRegib |
| 2022 | ICIP | Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior. | Chen Zhou, Ghassan AlRegib, Armin Parchami, Kunjan Singh |
| 2021 | ICIP | Explaining Deep Models Through Forgettable Learning Dynamics. | Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib |
| 2021 | ICIP | Open-Set Recognition With Gradient-Based Representations. | Jinsol Lee, Ghassan AlRegib |
| 2021 | ICIP | Man-Recon: Manifold Learning For Reconstruction With Deep Autoencoder For Smart Seismic Interpretation. | Ahmad Mustafa, Ghassan AlRegib |
| 2021 | ICIP | Extracting Causal Visual Features For Limited Label Classification. | Mohit Prabhushankar, Ghassan AlRegib |
| 2020 | CVPR | Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation. | Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira |
| 2020 | ECCV | Backpropagated Gradient Representations for Anomaly Detection. | Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib |
| 2020 | ECCV | Learning to Generate Grounded Visual Captions Without Localization Supervision. | Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira |
| 2020 | ICIP | Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. | Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi |
| 2020 | ICIP | Self-Supervised Annotation of Seismic Images Using Latent Space Factorization. | Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche |
| 2020 | ICIP | Novelty Detection Through Model-Based Characterization of Neural Networks. | Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib |
| 2020 | ICIP | Gradients as a Measure of Uncertainty in Neural Networks. | Jinsol Lee, Ghassan AlRegib |
| 2020 | ICIP | Robustness And Overfitting Behavior Of Implicit Background Models. | Shirley Liu, Charles Lehman, Ghassan AlRegib |
| 2020 | ICIP | Contrastive Explanations In Neural Networks. | Mohit Prabhushankar, Gukyeong Kwon, Dogancan Temel, Ghassan AlRegib |
| 2020 | ICIP | S | Moamen Soliman, Charles Lehman, Ghassan AlRegib |
| 2020 | ICIP | Implicit Saliency In Deep Neural Networks. | Yutong Sun, Mohit Prabhushankar, Ghassan AlRegib |
| 2020 | WACV | Action Segmentation with Mixed Temporal Domain Adaptation. | Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib |
| 2019 | CVPR | The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation. | Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira |
| 2019 | ICIP | Multi-Level Texture Encoding and Representation (Multer) Based on Deep Neural Networks. | Yuting Hu, Zhiling Long, Ghassan AlRegib |
| 2019 | ICIP | Distorted Representation Space Characterization Through Backpropagated Gradients. | Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib |
| 2019 | ICIP | Implicit Background Estimation For Semantic Segmentation. | Charles Lehman, Dogancan Temel, Ghassan AlRegib |
| 2019 | ICIP | Object Recognition Under Multifarious Conditions: A Reliability Analysis and a Feature Similarity-Based Performance Estimation. | Dogancan Temel, Jinsol Lee, Ghassan AlRegib |
| 2019 | ICLR | Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. | Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong |
| 2018 | CVPR | Attend and Interact: Higher-Order Object Interactions for Video Understanding. | Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf |
| 2018 | ICIP | Semantically Interpretable and Controllable Filter Sets. | Mohit Prabhushankar, Gukyeong Kwon, Dogancan Temel, Ghassan AlRegib |
| 2017 | ICASSP | Scale selective extended local binary pattern for texture classification. | Yuting Hu, Zhiling Long, Ghassan AlRegib |
| 2017 | ICASSP | Phase Congruency for image understanding with applications in computational seismic interpretation. | Muhammad Amir Shafiq, Yazeed Alaudah, Ghassan AlRegib, Mohamed A. Deriche |
| 2017 | ICIP | Generating adaptive and robust filter sets using an unsupervised learning framework. | Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib |
| 2017 | ICIP | Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisons. | Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib |
| 2016 | ICASSP | SalSi: A new seismic attribute for salt dome detection. | Muhammad Amir Shafiq, Tariq Alshawi, Zhiling Long, Ghassan AlRegib |
| 2016 | ICIP | Weakly-supervised labeling of seismic volumes using reference exemplars. | Yazeed Alaudah, Ghassan AlRegib |
| 2016 | ICIP | Completed local derivative pattern for rotation invariant texture classification. | Yuting Hu, Zhiling Long, Ghassan AlRegib |
| 2016 | ICIP | ReSIFT: Reliability-weighted sift-based image quality assessment. | Dogancan Temel, Ghassan AlRegib |
| 2016 | MMSP | Perceptual video quality assessment: Spatiotemporal pooling strategies for different distortions and visual maps. | Mohammed A. Aabed, Ghassan AlRegib |
| 2016 | MMSP | Content-adaptive non-parametric texture similarity measure. | Motaz Alfarraj, Yazeed Alaudah, Ghassan AlRegib |
| 2016 | MMSP | Boosting in image quality assessment. | Dogancan Temel, Ghassan AlRegib |
| 2015 | ICIP | Tensor-based subspace learning for tracking salt-dome boundaries. | Zhen Wang, Zhiling Long, Ghassan AlRegib |
| 2012 | IPAS | Curvelet transform with adaptive tiling. | Hasan Al-Marzouqi, Ghassan AlRegib |