Mohammed Bennamoun
36 papers · 2008–2025 · 9 conferences · across top CS/AI conferences
Achievements
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Renaissance Researcher
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Conference Polyglot
(9)
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Keyword Trendsetter Combo
(3)
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Dynamic Duo
(11)
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Deep Specialist
(10)
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Century Club
(36)
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The Questioner
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Trend Setter
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Conference Pioneer
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Keyword Collector
(156)
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Prolific Year
(5)
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Unstoppable
(6)
Conferences
CVPR (13)
ICCV (6)
ECCV (4)
NIPS (4)
WACV (3)
ACL (2)
ICML (2)
IJCAI (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
convolutional neural network
(4)
semantic segmentation
(4)
neural network
(3)
conditional random field
(3)
class activation mapping
(3)
vision-language model
(3)
multi-modal learning
(3)
weakly supervised learning
(3)
weakly supervised segmentation
(2)
unsupervised learning
(2)
adversarial attack
(2)
feature visualization
(2)
feature learning
(2)
representation learning
(2)
multimodal learning
(2)
video understanding
(2)
pseudo label
(2)
3d vision
(2)
natural language processing
(1)
change detection
(1)
Papers
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts
WACV 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
CVPR 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
CVPR 2025
Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis
CVPR 2025
GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
ICML 2025
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition
ECCV 2024
Language Model Guided Interpretable Video Action Reasoning
CVPR 2024
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
CVPR 2024
Referring Human Pose and Mask Estimation In the Wild
NIPS 2024
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
VAPCNet: Viewpoint-Aware 3D Point Cloud Completion
ICCV 2023
Spectrum-guided Multi-granularity Referring Video Object Segmentation
ICCV 2023
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization
CVPR 2023
UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene
NIPS 2023
Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
CVPR 2022
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
NIPS 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
SubICap: Towards Subword-Informed Image Captioning
WACV 2021
Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation
ICCV 2021
Attack to Explain Deep Representation
CVPR 2020
Learning-based Composite Metrics for Improved Caption Evaluation
ACL 2018
NNEval: Neural Network based Evaluation Metric for Image Captioning
ECCV 2018
Attention in Convolutional LSTM for Gesture Recognition
NIPS 2018
NovelPerspective: Identifying Point of View Characters
ACL 2018
Learning Action Recognition Model From Depth and Skeleton Videos
ICCV 2017
A New Representation of Skeleton Sequences for 3D Action Recognition
CVPR 2017
Learning deep structured network for weakly supervised change detection
IJCAI 2017
Separating Objects and Clutter in Indoor Scenes
CVPR 2015
Listening With Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines
ICCV 2015
How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances?
ICML 2015
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification
ICCV 2015
Learning Non-Linear Reconstruction Models for Image Set Classification
CVPR 2014
Automatic Feature Learning for Robust Shadow Detection
CVPR 2014
Determining the Unithood of Word Sequences Using a Probabilistic Approach
IJCNLP 2008