Mohammed Bennamoun
- Training Spiking Neural Networks Using Lessons From Deep Learning
2021/09/27 by Jason K. Eshraghian, Eshraghian, Jason K., Max Ward +15 · 1 voice · 66 citations
#cs.NE #cs.ET #cs.LG
- Deep Learning for 3D Point Clouds: A Survey
2020/06/29 by Yulan Guo, Hanyun Wang, Qingyong Hu +3 · 86 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications
- Deep Learning for 3D Point Clouds: A Survey
2019/12/27 by Yulan Guo, Guo, Yulan, Hanyun Wang +9 · 62 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #electronic engineering #information engineering
- Cost Sensitive Learning of Deep Feature Representations from Imbalanced\n Data
2015/08/14 by Salman Khan, Munawar Hayat, Khan, Salman H. +7 · 8 citations
Computer Science · Medicine · Health Professions · #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis #Artificial Intelligence in Healthcare
- Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
2022/03/06 by Xu Lian, Wanli Ouyang, Xu, Lian +7 · 12 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- A Comprehensive Performance Evaluation of 3D Local Feature Descriptors
2015/04/15 by Yulan Guo, Mohammed Bennamoun, Ferdous Sohel +3 · 8 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Spectrum-guided Multi-granularity Referring Video Object Segmentation
2023/07/25 by Bo Miao, Mohammed Bennamoun, Miao, Bo +5 · 10 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Ear and Head Tumors #Speech and Audio Processing
- MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
2023/08/06 by Lian Xu, Mohammed Bennamoun, Xu, Lian +9 · 9 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
- Scene Graph Generation: A Comprehensive Survey
2022/01/03 by Guangming Zhu, Zhu, Guangming, Liang Zhang +19 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
2025/01/23 by Shabbir, Akashah, Mohammed Zumri, Mohammed Bennamoun +6 · 14 citations
Earth and Planetary Sciences · Computer Science · Engineering · #Remote Sensing and Land Use #Advanced Computational Techniques and Applications #Remote-Sensing Image Classification
- CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
2024/06/07 by Sajid Javed, Javed, Sajid, Arif Mahmood +9 · 9 citations
Computer Science · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
- Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
2021/07/25 by Lian Xu, Xu, Lian, Wanli Ouyang +9 · 5 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
- UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene
2023/10/20 by Jiaming Gu, Gu, Jiaming, Minchao Jiang +13 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition
2024/07/06 by Qi Wang, Zhou Xu, Wang, Qi +15 · 6 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Language Model Guided Interpretable Video Action Reasoning
2024/04/02 by Ning Wang, Wang, Ning, Guangming Zhu +9 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Explainable Artificial Intelligence (XAI)
- Temporally Consistent Referring Video Object Segmentation with Hybrid Memory
2024/03/28 by Bo Miao, Miao, Bo, Mohammed Bennamoun +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- A Systematic Collection of Medical Image Datasets for Deep Learning
2021/06/24 by Johann Li, Guangming Zhu, Li, Johann +25 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Attack to Fool and Explain Deep Networks
2021/06/20 by Naveed Akhtar, Akhtar, Naveed, Muhammad A. A. K. Jalwana +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Spiking Neural Networks for Frame-based and Event-based Single Object Localization
2022/06/13 by Sami Barchid, José Mennesson, Barchid, Sami +7 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance
2022/07/26 by Aref Miri Rekavandi, Xu Lian, Rekavandi, Aref Miri +9 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Infrared Target Detection Methodologies #Maritime Navigation and Safety
- Region Aware Video Object Segmentation with Deep Motion Modeling
2022/07/21 by Bo Miao, Miao, Bo, Mohammed Bennamoun +5 · 2 citations
Computer Science · #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods
- AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis
2025/02/03 by Basit Alawode, Alawode, Basit, Iyyakutti Iyappan Ganapathi +9 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Underwater Vehicles and Communication Systems
- Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art
2023/09/10 by Aref Miri Rekavandi, Rekavandi, Aref Miri, Shima Rashidi +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #IoT and Edge/Fog Computing
- Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation
2024/03/02 by Lian Xu, Xu, Lian, Mohammed Bennamoun +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
- Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
2024/02/27 by Ashkan Taghipour, Morteza Ghahremani, Taghipour, Ashkan +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency
2021/06/20 by Mohammad A. A. K. Jalwana, Jalwana, Mohammad A. A. K., Naveed Akhtar +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment
2023/03/09 by Hao Tang, Aref Miri Rekavandi, Tang, Hao +11 · 1 citation
Psychology · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Neurons and Cognition (q-bio.NC)
- Referring Human Pose and Mask Estimation in the Wild
2024/10/27 by Bo Miao, Mingtao Feng, Miao, Bo +9 · 2 citations
Computer Science · #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation
2022/03/24 by Mohammed Hassanin, Hassanin, Mohammed, Abdelwahed Khamiss +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review
2024/02/17 by Thang-Anh-Quan Nguyen, Nguyen, Thang-Anh-Quan, Amine Bourki +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels
2024/10/05 by Maria Marrium, Arif Mahmood, Marrium, Maria +3 · 1 citation
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Neural Networks and Applications
- Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review
2024/10/18 by Ahmad Obeid, Obeid, Ahmad, Said Boumaraf +13 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
- Understanding plant phenotypes in crop breeding through explainable AI
2025/06/26 by Monica F. Danilevicz, Shriprabha R. Upadhyaya, Jacqueline Batley +3 · 1 voice · 1 citation
Agricultural and Biological Sciences · Environmental Science · #Smart Agriculture and AI #Remote Sensing in Agriculture #Species Distribution and Climate Change