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Moncef Gabbouj

Identifiers

  • name variant Moncef Gabbouj 0.60 · backfill

Papers (165)

  1. From Reports to Ontologies: Ontology-Guided Representation Learning for 12-Lead ECG cs.CE · 2026 · author #5
  2. Axiomatizing Neural Networks via Pursuit of Subspaces cs.LG · 2026 · author #7
  3. The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report cs.CV · 2026 · author #61
  4. Randomized PCA Forest for Unsupervised Outlier Detection cs.LG · 2025 · author #3
  5. UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data cs.CV · 2025 · author #6
  6. Expert Operational GANS: Towards Real-Color Underwater Image Restoration cs.CV · 2025 · author #4
  7. Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection cs.CV · 2025 · author #4
  8. Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction cs.CV · 2025 · author #4
  9. Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing cs.LG · 2025 · author #4
  10. DVLTA-VQA: Decoupled Vision-Language Modeling with Text-Guided Adaptation for Blind Video Quality Assessment cs.CV · 2025 · author #4
  11. Progressive Transfer Learning for Multi-Pass Fundus Image Restoration eess.IV · 2025 · author #4
  12. FANeRV: Frequency Separation and Augmentation based Neural Representation for Video cs.CV · 2025 · author #5
  13. To Vaccinate or not to Vaccinate? Analyzing $\mathbb{X}$ Power over the Pandemic cs.LG · 2025 · author #4
  14. Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach cs.LG · 2025 · author #4
  15. CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration cs.LG · 2025 · author #4
  16. Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description cs.SD · 2024 · author #8
  17. Conformal Prediction on Quantifying Uncertainty of Dynamic Systems cs.LG · 2024 · author #7
  18. Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration eess.IV · 2024 · author #8
  19. Blind Underwater Image Restoration using Co-Operational Regressor Networks cs.CV · 2024 · author #4
  20. Relevance-guided Audio Visual Fusion for Video Saliency Prediction cs.CV · 2024 · author #4
  21. High-Frequency Enhanced Hybrid Neural Representation for Video Compression cs.CV · 2024 · author #4
  22. BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network cs.LG · 2024 · author #4
  23. High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs cs.LG · 2024 · author #5
  24. MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild cs.CV · 2024 · author #3
  25. Channel-wise Feature Decorrelation for Enhanced Learned Image Compression eess.IV · 2024 · author #2
  26. Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification cs.LG · 2024 · author #7
  27. Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs eess.IV · 2024 · author #4
  28. Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss eess.IV · 2024 · author #4
  29. Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes cs.CV · 2024 · author #4
  30. Perceptual Learned Image Compression via End-to-End JND-Based Optimization eess.IV · 2024 · author #3
  31. Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets cs.CV · 2024 · author #2
  32. Trustworthiness of $\mathbb{X}$ Users: A One-Class Classification Approach cs.SI · 2024 · author #4
  33. Dropout Concrete Autoencoder for Band Selection on HSI Scenes cs.CV · 2024 · author #3
  34. Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features cs.MM · 2024 · author #5
  35. Class-wise Generalization Error: an Information-Theoretic Analysis cs.LG · 2024 · author #3
  36. Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery cs.SD · 2023 · author #7
  37. Improving Unimodal Inference with Multimodal Transformers cs.LG · 2023 · author #3
  38. Cryptocurrency Portfolio Optimization by Neural Networks cs.LG · 2023 · author #5
  39. Credit Card Fraud Detection with Subspace Learning-based One-Class Classification cs.LG · 2023 · author #4
  40. One-Class Classification for Intrusion Detection on Vehicular Networks cs.LG · 2023 · author #5
  41. Convolutional autoencoder-based multimodal one-class classification cs.LG · 2023 · author #5
  42. Newton Method-based Subspace Support Vector Data Description cs.LG · 2023 · author #3
  43. Operational Support Estimator Networks cs.CV · 2023 · author #4
  44. On Feature Diversity in Energy-based Models cs.LG · 2023 · author #4
  45. Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring cs.SD · 2023 · author #9
  46. Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification cs.CV · 2023 · author #5
  47. Improved Active Fire Detection using Operational U-Nets cs.CV · 2023 · author #5
  48. Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting cs.LG · 2023 · author #2
  49. Deep Learning for Camera Calibration and Beyond: A Survey cs.CV · 2023 · author #7
  50. Real-Time Damage Detection in Fiber Lifting Ropes Using Lightweight Convolutional Neural Networks cs.CV · 2023 · author #5
  51. WLD-Reg: A Data-dependent Within-layer Diversity Regularizer cs.LG · 2023 · author #4
  52. Blind Restoration of Real-World Audio by 1D Operational GANs cs.SD · 2022 · author #6
  53. Zero-Shot Motor Health Monitoring by Blind Domain Transition cs.LG · 2022 · author #8
  54. Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU cs.MM · 2022 · author #2
  55. End-to-end Transformer for Compressed Video Quality Enhancement cs.MM · 2022 · author #4
  56. R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 Classification eess.IV · 2022 · author #6
  57. Efficient CNN with uncorrelated Bag of Features pooling cs.CV · 2022 · author #4
  58. A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges cs.MM · 2022 · author #7
  59. A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance cs.LG · 2022 · author #5
  60. Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography eess.IV · 2022 · author #4
  61. Global ECG Classification by Self-Operational Neural Networks with Feature Injection cs.LG · 2022 · author #3
  62. OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images eess.IV · 2022 · author #4
  63. SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection cs.CV · 2022 · author #4
  64. Non-Linear Spectral Dimensionality Reduction Under Uncertainty cs.LG · 2022 · author #5
  65. Reducing Redundancy in the Bottleneck Representation of the Autoencoders cs.CV · 2022 · author #4
  66. Blind ECG Restoration by Operational Cycle-GANs eess.SP · 2022 · author #11
  67. Self-attention fusion for audiovisual emotion recognition with incomplete data cs.CV · 2022 · author #3
  68. Self-Attention Neural Bag-of-Features cs.CV · 2022 · author #3
  69. Image denoising by Super Neurons: Why go deep? cs.CV · 2021 · author #3
  70. Learning to ignore: rethinking attention in CNNs cs.CV · 2021 · author #5
  71. Robust channel-wise illumination estimation eess.IV · 2021 · author #5
  72. Early Myocardial Infarction Detection over Multi-view Echocardiography eess.IV · 2021 · author #5
  73. Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks eess.SP · 2021 · author #1
  74. Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks eess.SP · 2021 · author #5
  75. Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks cs.LG · 2021 · author #7
  76. Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs eess.IV · 2021 · author #6
  77. Remote Multilinear Compressive Learning with Adaptive Compression cs.CV · 2021 · author #2
  78. Bilinear Input Normalization for Neural Networks in Financial Forecasting q-fin.ST · 2021 · author #3
  79. Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation eess.SP · 2021 · author #5
  80. Super Neurons cs.CV · 2021 · author #8
  81. Representation Based Regression for Object Distance Estimation cs.CV · 2021 · author #4
  82. Learning distinct features helps, provably cs.LG · 2021 · author #4
  83. AnomalyHop: An SSL-based Image Anomaly Localization Method cs.CV · 2021 · author #5
  84. Graph-Embedded Subspace Support Vector Data Description cs.LG · 2021 · author #3
  85. Knowledge Distillation By Sparse Representation Matching cs.CV · 2021 · author #2
  86. Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising cs.CV · 2021 · author #5
  87. BM3D vs 2-Layer ONN cs.CV · 2021 · author #4
  88. Ensembling object detectors for image and video data analysis cs.CV · 2021 · author #4
  89. Reliable COVID-19 Detection Using Chest X-ray Images eess.IV · 2021 · author #5
  90. Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network eess.SP · 2020 · author #8
  91. Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer cs.SD · 2020 · author #6
  92. Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks cs.CV · 2020 · author #4
  93. Early Detection of Myocardial Infarction in Low-Quality Echocardiography eess.IV · 2020 · author #7
  94. COVID-19 Infection Map Generation and Detection from Chest X-Ray Images eess.IV · 2020 · author #9
  95. Performance Indicator in Multilinear Compressive Learning cs.CV · 2020 · author #2
  96. Graph Embedding with Data Uncertainty cs.LG · 2020 · author #5
  97. Operational vs Convolutional Neural Networks for Image Denoising eess.IV · 2020 · author #3
  98. Self-Organized Operational Neural Networks for Severe Image Restoration Problems cs.CV · 2020 · author #3
  99. Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception cs.RO · 2020 · author #7
  100. Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity cs.NE · 2020 · author #6
  101. Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection eess.IV · 2020 · author #10
  102. Monte Carlo Dropout Ensembles for Robust Illumination Estimation cs.CV · 2020 · author #5
  103. Advance Warning Methodologies for COVID-19 using Chest X-Ray Images eess.IV · 2020 · author #9
  104. FastONN -- Python based open-source GPU implementation for Operational Neural Networks cs.NE · 2020 · author #3
  105. Attention-based Neural Bag-of-Features Learning for Sequence Data cs.LG · 2020 · author #4
  106. Complexity Analysis Of Next-Generation VVC Encoding and Decoding cs.MM · 2020 · author #3
  107. Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images eess.IV · 2020 · author #6
  108. Probabilistic Color Constancy cs.CV · 2020 · author #6
  109. Self-Organized Operational Neural Networks with Generative Neurons cs.LG · 2020 · author #6
  110. A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications eess.SP · 2020 · author #5
  111. Saliency-based Weighted Multi-label Linear Discriminant Analysis cs.LG · 2020 · author #4
  112. Not all domains are equally complex: Adaptive Multi-Domain Learning cs.LG · 2020 · author #3
  113. Ellipsoidal Subspace Support Vector Data Description cs.LG · 2020 · author #4
  114. Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing eess.SP · 2020 · author #4
  115. aColor: Mechatronics, Machine Learning, and Communications in an Unmanned Surface Vehicle math.OC · 2020 · author #14
  116. Data Normalization for Bilinear Structures in High-Frequency Financial Time-series cs.CE · 2020 · author #3
  117. Multilinear Compressive Learning with Prior Knowledge cs.CV · 2020 · author #2
  118. Subset Sampling For Progressive Neural Network Learning cs.LG · 2020 · author #2
  119. Incremental Fast Subclass Discriminant Analysis cs.LG · 2020 · author #3
  120. Automatic image-based identification and biomass estimation of invertebrates cs.CV · 2020 · author #10
  121. INTEL-TAU: A Color Constancy Dataset eess.IV · 2019 · author #5
  122. Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network eess.SP · 2019 · author #4
  123. Neural Architecture Search by Estimation of Network Structure Distributions cs.NE · 2019 · author #3
  124. Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators q-fin.ST · 2019 · author #3
  125. Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing cs.CR · 2019 · author #6
  126. Bag of Color Features For Color Constancy cs.CV · 2019 · author #7
  127. Color Constancy Convolutional Autoencoder cs.CV · 2019 · author #5
  128. Multilinear Compressive Learning cs.CV · 2019 · author #4
  129. 1D Convolutional Neural Networks and Applications: A Survey eess.SP · 2019 · author #5
  130. Speed-up and multi-view extensions to Subclass Discriminant Analysis cs.LG · 2019 · author #4
  131. Multimodal Subspace Support Vector Data Description cs.LG · 2019 · author #4
  132. Feature Engineering for Mid-Price Prediction with Deep Learning q-fin.ST · 2019 · author #4
  133. 3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images cs.CV · 2019 · author #9
  134. Colorectal cancer diagnosis from histology images: A comparative study cs.CV · 2019 · author #7
  135. Data-driven Neural Architecture Learning For Financial Time-series Forecasting cs.LG · 2019 · author #3
  136. 1D Convolutional Neural Network Models for Sleep Arousal Detection eess.SP · 2019 · author #5
  137. Deep Adaptive Input Normalization for Time Series Forecasting q-fin.CP · 2019 · author #4
  138. Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks eess.SP · 2019 · author #7
  139. Operational Neural Networks cs.CV · 2019 · author #4
  140. Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data cs.LG · 2019 · author #4
  141. Forecasting of Jump Arrivals in Stock Prices: New Attention-based Network Architecture using Limit Order Book Data q-fin.TR · 2018 · author #3
  142. Using Deep Learning for price prediction by exploiting stationary limit order book features cs.LG · 2018 · author #5
  143. Compressively Sensed Image Recognition cs.LG · 2018 · author #5
  144. Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data cs.CE · 2018 · author #7
  145. Finding Better Topologies for Deep Convolutional Neural Networks by Evolution cs.NE · 2018 · author #3
  146. Progressive Operational Perceptron with Memory cs.NE · 2018 · author #3
  147. Heterogeneous Multilayer Generalized Operational Perceptron cs.NE · 2018 · author #3
  148. Weighted Linear Discriminant Analysis based on Class Saliency Information cs.CV · 2018 · author #3
  149. Subspace Support Vector Data Description cs.CV · 2018 · author #3
  150. Deep Multi-view Learning to Rank cs.LG · 2018 · author #3
  151. Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis cs.CE · 2017 · author #4
  152. Multilinear Class-Specific Discriminant Analysis cs.CV · 2017 · author #2
  153. Improving Efficiency in Convolutional Neural Network with Multilinear Filters cs.CV · 2017 · author #3
  154. Tensor Representation in High-Frequency Financial Data for Price Change Prediction cs.CE · 2017 · author #4
  155. Neural Class-Specific Regression for face verification cs.CV · 2017 · author #3
  156. Human experts vs. machines in taxa recognition stat.ML · 2017 · author #6
  157. Benchmark Dataset for Mid-Price Forecasting of Limit Order Book Data with Machine Learning Methods cs.CE · 2017 · author #4
  158. INTEL-TUT Dataset for Camera Invariant Color Constancy Research cs.CV · 2017 · author #3
  159. Video Ladder Networks cs.LG · 2016 · author #5
  160. Probabilistic Saliency Estimation cs.CV · 2016 · author #3
  161. Limited Random Walk Algorithm for Big Graph Data Clustering cs.SI · 2016 · author #4
  162. Outlier Edge Detection Using Random Graph Generation Models and Applications cs.SI · 2016 · author #3
  163. Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval cs.CV · 2016 · author #4
  164. ShakeMe: Key Generation From Shared Motion cs.CR · 2015 · author #4
  165. On the Dynamics of a Recurrent Hopfield Network cs.NE · 2015 · author #3

Mentions

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Frequent Coauthors