Mohammed Bennamoun

MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 SkeletonContext: Skeleton-side Context Prompt Learning for Zero-Shot Skeleton-based Action Recognition CVPR 2026 Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis CVPR 2025 GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing ICML 2025 HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts WACV 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection CVPR 2025 AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion ECCV 2024 A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures ECCV 2024 CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024 DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition ECCV 2024 Language Model Guided Interpretable Video Action Reasoning CVPR 2024 Referring Human Pose and Mask Estimation In the Wild NeurIPS 2024 Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization CVPR 2023 Spectrum-guided Multi-granularity Referring Video Object Segmentation ICCV 2023 UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene NeurIPS 2023 VAPCNet: Viewpoint-Aware 3D Point Cloud Completion ICCV 2023 Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods NeurIPS 2022 Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation CVPR 2022 Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network WACV 2022 CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency CVPR 2021 Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation ICCV 2021 SubICap: Towards Subword-Informed Image Captioning WACV 2021 Attack to Explain Deep Representation CVPR 2020 Attention in Convolutional LSTM for Gesture Recognition NeurIPS 2018 Learning-based Composite Metrics for Improved Caption Evaluation ACL 2018 NNEval: Neural Network based Evaluation Metric for Image Captioning ECCV 2018 NovelPerspective: Identifying Point of View Characters ACL 2018 A New Representation of Skeleton Sequences for 3D Action Recognition CVPR 2017 Learning Action Recognition Model From Depth and Skeleton Videos ICCV 2017 Learning deep structured network for weakly supervised change detection IJCAI 2017 Contractive Rectifier Networks for Nonlinear Maximum Margin Classification ICCV 2015 How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML 2015 Listening With Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines ICCV 2015 Separating Objects and Clutter in Indoor Scenes CVPR 2015 Automatic Feature Learning for Robust Shadow Detection CVPR 2014 Learning Non-Linear Reconstruction Models for Image Set Classification CVPR 2014 Determining the Unithood of Word Sequences Using a Probabilistic Approach IJCNLP 2008