On the use of the matrix pencil method for deep level transient spectroscopy: MP-DLTS. - Farid Boussaïd; François Olivié; Mohamed Benzohra; Augustin Martinez (IEEE Trans. Instrum. Meas., 1998)

A digitally programmable current mode analog shunting inhibition cellular neural network. - Amine Bermak; Farid Boussaïd; Abdesselam Bouzerdoum (ICECS, 2000)

A wide dynamic range CMOS imager with extended shunting inhibition image processing capabilities. - Farid Boussaïd; Amine Bermak; Abdesselam Bouzerdoum (ISCAS (3), 2001)

Programmable Multi-Task On-Chip Processing for CMOS Imagers. - Farid Boussaïd; Amine Bermak; Abdesselam Bouzerdoum (ICMENS, 2003)

On-Chip Skin Detection for Color CMOS Imagers. - Farid Boussaïd; Douglas Chai; Abdesselam Bouzerdoum (ICMENS, 2003)

A current-mode VLSI architecture for skin detection. - Farid Boussaïd; Douglas Chai; Abdesselam Bouzerdoum (ISSPA (1), 2003)

A New read-out circuit for low power current and voltage mediated integrating CMOS imager. - Amine Bermak; Farid Boussaïd; Abdesselam Bouzerdoum (DELTA, 2004)

A low power current-mode pixel with on-chip FPN cancellation and digital shutter. - Amine Bermak; Farid Boussaïd; Abdesselam Bouzerdoum (ISCAS (2), 2004)

An ultra-low power operating technique for mega-pixels current-mediated CMOS imagers. - Farid Boussaïd; Amine Bermak; Abdesselam Bouzerdoum (IEEE Trans. Consumer Electron., 2004)

Versatile on-chip read-out for compound-eye image sensor array. - Farid Boussaïd; Chen Shoushun; Amine Bermak (ISSPA, 2005)

A Scalable Low Power Imager Architecture for Compound-Eye Vision Sensors. - Farid Boussaïd; Chen Shoushun; Amine Bermak (IWSOC, 2005)

Efficient event-drivern frame capture for CMOS imagers. - Mohamad Susli; Farid Boussaïd; Chen Shoushun; Amine Bermak (ISSPA, 2007)

Compact Gray-Code Counter/Memory Circuits for Spiking Pixels. - Kwan Ting Ng; Chen Shoushun; Farid Boussaïd; Amine Bermak (DELTA, 2008)

A Compact CMOS Face Detection Architecture Based on Shunting Inhibitory Convolutional Neural Networks. - Xiaoxiao Zhang; Amine Bermak; Farid Boussaïd; Abdesselam Bouzerdoum (DELTA, 2008)

A Robust Spike-based Gas Identification Technique for SnO2 Gas Sensors. - Kwan Ting Ng; Hung Tat Chen; Farid Boussaïd; Amine Bermak; Dominique Martinez (ISCAS, 2009)

A High Resolution Color Image Restoration Algorithm for Thin TOMBO Imaging Systems. - Amar A. El-Sallam; Farid Boussaïd (Sensors, 2009)

A frequency-based signature gas identification circuit for SnO2 gas sensors. - Kwan Ting Ng; Farid Boussaïd; Amine Bermak (ISCAS, 2010)

Dynamic voltage and frequency scaling for low-power multi-precision reconfigurable multiplier. - Xiaoxiao Zhang; Amine Bermak; Farid Boussaïd (ISCAS, 2010)

Liquid-crystal micropolarimeter array for visible linear and circular polarization imaging. - Xiaojin Zhao; Amine Bermak; Farid Boussaïd; Vladimir G. Chigrinov (ISCAS, 2010)

Reduced dimension Vector Quantization encoding method for image compression. - Yan Wang; Amine Bermak; Farid Boussaïd (IDT, 2011)

A Low Cost CMOS Polarimetric Ophthalmoscope Scheme for Cerebral Malaria Diagnostics. - Xiaojin Zhao; Amine Bermak; Farid Boussaïd (VLSI-SoC (Selected Papers), 2011)

A CMOS Single-Chip Gas Recognition Circuit for Metal Oxide Gas Sensor Arrays. - Kwan Ting Ng; Farid Boussaïd; Amine Bermak (IEEE Trans. Circuits Syst. I Regul. Pap., 2011)

Bio-inspired gas recognition based on the organization of the olfactory pathway. - Jaber Hassan J. Al Yamani; Farid Boussaïd; Amine Bermak; Dominique Martinez (ISCAS, 2012)

A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd; Amar A. El-Sallam (ICCV Workshops, 2013)

3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd; Amar A. El-Sallam (ICIP, 2013)

Experimental evaluation of latency coding for gas recognition. - Jaber Hassan J. Al Yamani; Farid Boussaïd; Amine Bermak; Dominique Martinez (IDT, 2013)

A high speed configurable FPGA architecture for k-mean clustering. - Jithin Sankar Sankaran Kutty; Farid Boussaïd; Abbes Amira (ISCAS, 2013)

Efficient parallel-SSHI interface circuit for piezoelectric energy harvesting. - ShaoHua Lu; Farid Boussaïd; Man-Kay Law (NEWCAS, 2013)

Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (DICTA, 2014)

A high speed configurable FPGA architecture for bilateral filtering. - Jithin Sankar Sankaran Kutty; Farid Boussaïd; Abbes Amira (ICIP, 2014)

32 Bit ×32 Bit Multiprecision Razor-Based Dynamic Voltage Scaling Multiplier With Operands Scheduler. - Xiaoxiao Zhang; Farid Boussaïd; Amine Bermak (IEEE Trans. Very Large Scale Integr. Syst., 2014)

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. - Senjian An; Munawar Hayat; Salman H. Khan 001; Mohammed Bennamoun; Farid Boussaïd; Ferdous Ahmed Sohel (ICCV, 2015)

How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? - Senjian An; Farid Boussaïd; Mohammed Bennamoun (ICML, 2015)

Automatic 3D face landmark localization based on 3D vector field analysis. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (IVCNZ, 2015)

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. - Senjian An; Qiuhong Ke; Mohammed Bennamoun; Farid Boussaïd; Ferdous Ahmed Sohel (ECML/PKDD (1), 2015)

Transistor Sizing Using Particle Swarm Optimisation. - Lyndon White; Lyndon While; Ben Deeks; Farid Boussaïd (SSCI, 2015)

A Curvelet-based approach for textured 3D face recognition. - Said Elaiwat; Mohammed Bennamoun; Farid Boussaïd; Amar A. El-Sallam (Pattern Recognit., 2015)

A novel 3D vorticity based approach for automatic registration of low resolution range images. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (Pattern Recognit., 2015)

An Inductorless Self-Controlled Rectifier for Piezoelectric Energy Harvesting. - ShaoHua Lu; Farid Boussaïd (Sensors, 2015)

Quantitative Error Analysis of Bilateral Filtering. - Senjian An; Farid Boussaïd; Mohammed Bennamoun; Ferdous Ahmed Sohel (IEEE Signal Process. Lett., 2015)

Human Interaction Prediction Using Deep Temporal Features. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Farid Boussaïd; Ferdous Ahmed Sohel (ECCV Workshops (2), 2016)

Coral classification with hybrid feature representations. - Ammar Mahmood; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd; Renae Hovey; Gary A. Kendrick; Robert B. Fisher (ICIP, 2016)

A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection. - Jiaqi Chen; Xiaofang Pan; Farid Boussaïd; Amine Bermak; Zhiyong Fan (ISCAS, 2016)

Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Farid Boussaïd; Ferdous Ahmed Sohel (CoRR, 2016)

A semantic RBM-based model for image set classification. - Said Elaiwat; Mohammed Bennamoun; Farid Boussaïd (Neurocomputing, 2016)

Iterative deep learning for image set based face and object recognition. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (Neurocomputing, 2016)

A novel feature representation for automatic 3D object recognition in cluttered scenes. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (Neurocomputing, 2016)

A spatio-temporal RBM-based model for facial expression recognition. - Said Elaiwat; Mohammed Bennamoun; Farid Boussaïd (Pattern Recognit., 2016)

A New Representation of Skeleton Sequences for 3D Action Recognition. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (CVPR, 2017)

An ultra low-power capacitively-coupled chopper instrumentation amplifier for wheatstone-bridge readout circuits. - Moaaz Ahmed; Farid Boussaïd; Amine Bermak (ISCAS, 2017)

Dual transduction Gas sensor based on a surface acoustic wave resonator. - Feng Gao; Amine Bermak; Chi-Ying Tsui; Farid Boussaïd (ISCAS, 2017)

From Deep to Shallow: Transformations of Deep Rectifier Networks. - Senjian An; Farid Boussaïd; Mohammed Bennamoun; Jiankun Hu (CoRR, 2017)

On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries. - Senjian An; Mohammed Bennamoun; Farid Boussaïd (CoRR, 2017)

Keypoints-based surface representation for 3D modeling and 3D object recognition. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd (Pattern Recognit., 2017)

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. - Qiuhong Ke; Senjian An; Mohammed Bennamoun; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Signal Process. Lett., 2017)

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. - Qiuhong Ke; Jun Liu 036; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (ACCV (4), 2018)

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (ICASSP, 2018)

Room-Temperature Dual-mode CMOS Gas-FET Sensor for Diabetes Detection. - Qian Yu; Farid Boussaïd; Amine Bermak; Chi-Ying Tsui (ISCAS, 2018)

Identity Adaptation for Person Re-Identification. - Qiuhong Ke; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (IEEE Access, 2018)

Evolutionary Feature Learning for 3-D Object Recognition. - Syed Afaq Ali Shah; Mohammed Bennamoun; Farid Boussaïd; Lyndon While (IEEE Access, 2018)

Exploiting layerwise convexity of rectifier networks with sign constrained weights. - Senjian An; Farid Boussaïd; Mohammed Bennamoun; Ferdous Sohel (Neural Networks, 2018)

Learning Clip Representations for Skeleton-Based 3D Action Recognition. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Trans. Image Process., 2018)

Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Trans. Multim., 2018)

Deep Learning for Marine Species Recognition. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (Handbook of Deep Learning Applications, 2019)

An Improved Approach to Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (ICASSP, 2019)

Coral Classification Using DenseNet and Cross-modality Transfer Learning. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (IJCNN, 2019)

Hierarchical Classification of Kelps utilizing Deep Residual Features. - Ammar Mahmood; Ana Giraldo Ospina; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd; Renae Hovey; Robert B. Fisher; Gary A. Kendrick (CoRR, 2019)

Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (IEEE Access, 2020)

ResFeats: Residual network based features for underwater image classification. - Ammar Mahmood; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (Image Vis. Comput., 2020)

A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; David Edwards (Remote. Sens., 2020)

Automatic Hierarchical Classification of Kelps Using Deep Residual Features. - Ammar Mahmood; Ana Giraldo Ospina; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd; Renae Hovey; Robert B. Fisher; Gary A. Kendrick (Sensors, 2020)

Learning Latent Global Network for Skeleton-Based Action Prediction. - Qiuhong Ke; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (IEEE Trans. Image Process., 2020)

Growth and evolution of deep neural networks from gene regulatory networks. - Colin Flynn; Mohammed Bennamoun; Farid Boussaïd (GECCO Companion, 2021)

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; Dan Xu 002 (ICCV, 2021)

Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. - Laurent Valentin Jospin; Farid Boussaïd; Hamid Laga; Mohammed Bennamoun (CoRR, 2021)

Atrous convolutional feature network for weakly supervised semantic segmentation. - Lian Xu; Hao Xue 001; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (Neurocomputing, 2021)

Quantitative performance evaluation of object detectors in hazy environments. - Cameron Hodges; Mohammed Bennamoun; Farid Boussaïd (Pattern Recognit. Lett., 2021)

Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection. - Monica F. Danilevicz; Philipp E. Bayer; Farid Boussaïd; Mohammed Bennamoun; David Edwards (Remote. Sens., 2021)

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2022)

Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. - Laurent Valentin Jospin; Allen Antony; Lian Xu; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (NeurIPS, 2022)

Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. - Laurent Valentin Jospin; Hamid Laga; Farid Boussaïd; Wray L. Buntine; Mohammed Bennamoun (IEEE Comput. Intell. Mag., 2022)

CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation. - Mohammed Hassanin; Abdelwahed Khamis; Mohammed Bennamoun; Farid Boussaïd; Ibrahim Radwan (CoRR, 2022)

Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization. - Deyin Liu; Lin Wu 001; Farid Boussaïd; Mohammed Bennamoun (CoRR, 2022)

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. - Lin Wu 001; Lingqiao Liu; Yang Wang 023; Zheng Zhang 006; Farid Boussaïd; Mohammed Bennamoun (CoRR, 2022)

Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. - Laurent Valentin Jospin; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (CoRR, 2022)

A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation. - Hamid Laga; Laurent Valentin Jospin; Farid Boussaïd; Mohammed Bennamoun (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. - Wijayanti Nurul Khotimah; Farid Boussaïd; Ferdous Sohel; Lian Xu; David Edwards; Xiu Jin; Mohammed Bennamoun (Remote. Sens., 2022)

Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization. - Yulan Guo; Michael Choi; Kunhong Li 001; Farid Boussaïd; Mohammed Bennamoun (IEEE Trans. Image Process., 2022)

Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. - Lin Wu 001; Deyin Liu; Wenying Zhang; Dapeng Chen; Zongyuan Ge; Farid Boussaïd; Mohammed Bennamoun; Jialie Shen 001 (IEEE Trans. Image Process., 2022)

Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2023)

Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images. - Dhruv Chetan Jobanputra; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; Jafri Kuthubutheen (EUVIP, 2023)

Extended Expectation Maximization for Under-Fitted Models. - Aref Miri Rekavandi; Abd-Krim Seghouane; Farid Boussaïd; Mohammed Bennamoun (ICASSP, 2023)

VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. - Zhiheng Fu; Longguang Wang; Lian Xu; Zhiyong Wang 001; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (ICCV, 2023)

Reinforced Learning for Label-Efficient 3D Face Reconstruction. - Hoda Mohaghegh; Hossein Rahmani 001; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (ICRA, 2023)

Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment. - Hao Tang; Aref Miri Rekavandi; Dharjinder Rooprai; Girish Dwivedi; Frank M. Sanfilippo; Farid Boussaïd; Mohammed Bennamoun (CoRR, 2023)

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. - Aref Miri Rekavandi; Shima Rashidi; Farid Boussaïd; Stephen Hoefs; Emre Akbas; Mohammed Bennamoun (CoRR, 2023)

Robust monocular 3D face reconstruction under challenging viewing conditions. - Hoda Mohaghegh; Farid Boussaïd; Hamid Laga; Hossein Rahmani 001; Mohammed Bennamoun (Neurocomputing, 2023)

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. - Lin Wu 001; Lingqiao Liu; Yang Wang 023; Zheng Zhang 006; Farid Boussaïd; Mohammed Bennamoun; Xianghua Xie (IEEE Trans. Image Process., 2023)

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. - Deyin Liu; Lin Wu 001; Richang Hong; Zongyuan Ge; Jialie Shen 001; Farid Boussaïd; Mohammed Bennamoun (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Active-Passive SimStereo. - Laurent Valentin Jospin; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (IEEE DataPort, 2023)

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; David Edwards; Ferdous Sohel (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Untrained Neural Network Priors for Inverse Imaging Problems: A Survey. - Adnan Qayyum; Inaam Ilahi; Fahad Shamshad; Farid Boussaïd; Mohammed Bennamoun; Junaid Qadir 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Dan Xu 002 (Neural Comput. Appl., 2023)

Multi-stage information diffusion for joint depth and surface normal estimation. - Zhiheng Fu; Siyu Hong; Mengyi Liu; Hamid Laga; Mohammed Bennamoun; Farid Boussaïd; Yulan Guo (Pattern Recognit., 2023)

Inflating 2D convolution weights for efficient generation of 3D medical images. - Yanbin Liu; Girish Dwivedi; Farid Boussaïd; Frank M. Sanfilippo; Makoto Yamada; Mohammed Bennamoun (Comput. Methods Programs Biomed., 2023)

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. - Uzair Nadeem; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel; Aref Miri Rekavandi; Farid Boussaïd (Pattern Recognit., 2023)

B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. - Aref Miri Rekavandi; Farid Boussaïd; Abd-Krim Seghouane; Mohammed Bennamoun (IEEE Robotics Autom. Lett., 2023)

Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation. - Yiheng Lyu; Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Girish Dwivedi (DICTA, 2024)

AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion. - Zhiheng Fu; Longguang Wang; Lian Xu; Zhiyong Wang 001; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (ECCV (11), 2024)

A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. - Tahmina Khanam; Hamid Laga; Mohammed Bennamoun; Guanjin Wang; Ferdous Sohel; Farid Boussaïd; Guan Wang; Anuj Srivastava (ECCV (67), 2024)

Model Predictive Control-Based Reinforcement Learning. - Qiang Han; Farid Boussaïd; Mohammed Bennamoun (ISCAS, 2024)

Automatic Detection of Peripheral Facial Landmarks Using 3D Facial Data. - Mehraan Chowdhury; Mohammed Bennamoun; Farid Boussaïd; Syed Mohammed Shamsul Islam (IVCNZ, 2024)

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. - Ashkan Taghipour; Morteza Ghahremani; Mohammed Bennamoun; Aref Miri Rekavandi; Hamid Laga; Farid Boussaïd (CoRR, 2024)

UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation. - Chengyuan Zhang 001; Yilin Zhang; Lei Zhu 005; Deyin Liu; Lin Wu 001; Bo Li 090; Shichao Zhang 001; Mohammed Bennamoun; Farid Boussaïd (CoRR, 2024)

Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense. - Deyin Liu; Lin Yuanbo Wu; Bo Li 090; Farid Boussaïd; Mohammed Bennamoun; Xianghua Xie; Chengwu Liang (Pattern Recognit., 2024)

3D Brain and Heart Volume Generative Models: A Survey. - Yanbin Liu; Girish Dwivedi; Farid Boussaïd; Mohammed Bennamoun (ACM Comput. Surv., 2024)

Reconstructing illusory camouflage patterns on moth wings using computer vision - Datas and codes. - Laurent Valentin Jospin; Jennifer Kelley; Mohammed Bennamoun; Farid Boussaïd (Zenodo, 2024)

MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Hamid Laga; Wanli Ouyang; Dan Xu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis. - Awais Nizamani; Hamid Laga; Guanjin Wang; Farid Boussaïd; Mohammed Bennamoun; Anuj Srivastava (CVPR, 2025)

Can Deep Learning Models Acquire Specialist Knowledge? Identifying Carotid Bruits in Type 2 Diabetes Using an Electronic Stethoscope. - Aref Miri Rekavandi; Mohammed Bennamoun; Farid Boussaïd; Wendy A. Davis; Timothy M. E. Davis (IEEE Access, 2025)

Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. - Ashkan Taghipour; Morteza Ghahremani; Mohammed Bennamoun; Aref Miri Rekavandi; Zinuo Li; Hamid Laga; Farid Boussaïd (IEEE Access, 2025)

Memory guided representation learning for cross-domain face anti-spoofing. - Pengchao Deng; Yanhui Zhou; Zhiheng Fu; Jian Liu; Shengjun Xu; Chenyang Ge; Farid Boussaïd; Mohammed Bennamoun (Eng. Appl. Artif. Intell., 2025)

Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; Ferdous Sohel (IEEE Trans. Geosci. Remote. Sens., 2025)

WSSIC-Net: Weakly-Supervised Semantic Instance Completion of 3D Point Cloud Scenes. - Zhiheng Fu; Yulan Guo; Minglin Chen; Qingyong Hu; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (IEEE Trans. Image Process., 2025)

CompletionMamba: Taming State Space Model for Point Cloud Completion. - Zhiheng Fu; Jiehua Zhang; Longguang Wang; Lian Xu; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (IEEE Trans. Image Process., 2025)

A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance. - Aref Miri Rekavandi; Lian Xu; Farid Boussaïd; Abd-Krim Seghouane; Stephen Hoefs; Mohammed Bennamoun (IEEE Trans. Intell. Transp. Syst., 2025)

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Ferdous Sohel; Dan Xu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM. - Zinuo Li; Xian Zhang; Yongxin Guo; Mohammed Bennamoun; Farid Boussaïd; Girish Dwivedi; Luqi Gong; Qiuhong Ke (CoRR, 2025)

Crossformer3D: cross spatio-temporal transformer for 3D human pose estimation. - Mohammed Hassanin; Abdelwahed Khamis; Mohammed Bennamoun; Farid Boussaïd; Ibrahim Radwan (Signal Image Video Process., 2025)