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Naseer, Muzammal

  1. GeoChat: Grounded Large Vision-Language Model for Remote Sensing
    2023/11/24 by Kartik Kuckreja, Kuckreja, Kartik, Muhammad Sohail Danish +9 · 2 voices · 78 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.AI #cs.CV
  2. Self-regulating Prompts: Foundational Model Adaptation without Forgetting
    2023/07/13 by Muhammad Uzair Khattak, Khattak, Muhammad Uzair, Syed Talal Wasim +9 · 64 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  3. Intriguing Properties of Vision Transformers
    2021/05/21 by Muzammal Naseer, Naseer, Muzammal, Kanchana Ranasinghe +9 · 41 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  4. Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
    2023/11/02 by Jameel Hassan, Hassan, Jameel, Hanan Gani +11 · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  5. A Self-supervised Approach for Adversarial Robustness
    2020/06/08 by Naseer, Muzammal, Khan, Salman, Hayat, Munawar +2 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
    2022/12/11 by Sheng Zhang, Zhang, Sheng, Salman Khan +9 · 22 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting
    2023/04/06 by Wasim, Syed Talal, Naseer, Muzammal, Khan, Salman +2 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  8. Local Gradients Smoothing: Defense against localized adversarial attacks
    2018/07/03 by Naseer, Muzammal, Khan, Salman H., Porikli, Fatih · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Cross-Domain Transferability of Adversarial Perturbations
    2019/05/28 by Muzammal Naseer, Salman Khan, Naseer, Muzammal +7 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  10. Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
    2024/03/08 by Mubashir Noman, Muzammal Naseer, Noman, Mubashir +9 · 16 citations
    Computer Science · Engineering · #Geochemistry and Geologic Mapping #Remote-Sensing Image Classification #Advanced Image Fusion Techniques
  11. Foundational Models Defining a New Era in Vision: A Survey and Outlook
    2023/07/25 by Muhammad Awais, Awais, Muhammad, Muzammal Naseer +13 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  12. Learning to Prompt with Text Only Supervision for Vision-Language Models
    2024/01/04 by Muhammad Uzair Khattak, Khattak, Muhammad Uzair, Muhammad Ferjad Naeem +7 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  13. Orthogonal Projection Loss
    2021/03/25 by Ranasinghe, Kanchana, Naseer, Muzammal, Hayat, Munawar +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
    2023/12/31 by Syed Talal Wasim, Muzammal Naseer, Wasim, Syed Talal +7 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  15. FLIP: Cross-domain Face Anti-spoofing with Language Guidance
    2023/09/28 by Koushik Srivatsan, Muzammal Naseer, Srivatsan, Koushik +3 · 10 citations
    Computer Science · Medicine · #Biometric Identification and Security #Face recognition and analysis #Reconstructive Facial Surgery Techniques
  16. VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
    2024/06/14 by Rohit Bharadwaj, Bharadwaj, Rohit, Hanan Gani +7 · 10 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Self-supervised Video Transformer
    2021/12/02 by Kanchana Ranasinghe, Ranasinghe, Kanchana, Muzammal Naseer +7 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  18. STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models
    2024/08/29 by Koushik Srivatsan, Fahad Shamshad, Srivatsan, Koushik +5 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  19. LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts
    2023/10/16 by Hanan Gani, Shariq Farooq Bhat, Gani, Hanan +7 · 7 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  20. On Improving Adversarial Transferability of Vision Transformers
    2021/06/08 by Naseer, Muzammal, Ranasinghe, Kanchana, Khan, Salman +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for\n Diverse Medical Imaging Modalities
    2024/12/13 by Muhammad Uzair Khattak, Khattak, Muhammad Uzair, Shahina Kunhimon +7 · 12 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  22. How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs
    2024/05/06 by Muhammad Uzair Khattak, Khattak, Muhammad Uzair, Muhammad Ferjad Naeem +11 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning and Data Classification
  23. On Generating Transferable Targeted Perturbations
    2021/03/26 by Naseer, Muzammal, Khan, Salman, Hayat, Munawar +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Task-generalizable Adversarial Attack based on Perceptual Metric
    2018/11/22 by Muzammal Naseer, Naseer, Muzammal, Salman Khan +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. How to Train Vision Transformer on Small-scale Datasets?
    2022/10/13 by Hanan Gani, Muzammal Naseer, Gani, Hanan +3 · 3 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Memory and Neural Computing
  26. PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning
    2024/08/29 by Noor Hussein, Hussein, Noor, Fahad Shamshad +5 · 1 voice · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling
  27. VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding
    2024/03/21 by Mahmood, Ahmad, Vayani, Ashmal, Naseer, Muzammal +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Composed Video Retrieval via Enriched Context and Discriminative Embeddings
    2024/03/25 by Omkar Thawakar, Muzammal Naseer, Thawakar, Omkar +11 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  29. BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning
    2024/08/14 by Asif Hanif, Fahad Shamshad, Hanif, Asif +13 · 4 citations
    Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Pharmacovigilance and Adverse Drug Reactions
  30. AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment
    2024/10/02 by Nawaz, Umair, Awais, Muhammad, Gani, Hanan +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. CDChat: A Large Multimodal Model for Remote Sensing Change Description
    2024/09/24 by Noman, Mubashir, Ahsan, Noor, Naseer, Muzammal +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Towards Evaluating the Robustness of Visual State Space Models
    2024/06/13 by Hashmat Shadab Malik, Malik, Hashmat Shadab, Fahad Shamshad +9 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  33. Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification
    2024/07/16 by Naif Alkhunaizi, Faris Almalik, Alkhunaizi, Naif +7 · 2 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Boosting Adversarial Transferability using Dynamic Cues
    2023/02/23 by Muzammal Naseer, Naseer, Muzammal, Mahmood Ahmad +5 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
  35. Videoprompter: an ensemble of foundational models for zero-shot video understanding
    2023/10/23 by Yousaf, Adeel, Naseer, Muzammal, Khan, Salman +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition
    2023/07/13 by Wasim, Syed Talal, Khattak, Muhammad Uzair, Naseer, Muzammal +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
    2023/08/24 by Zhang, Sheng, Naseer, Muzammal, Chen, Guangyi +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors
    2024/08/20 by Fahad Shamshad, Muzammal Naseer, Shamshad, Fahad +3 · 1 citation
    Computer Science · #Face recognition and analysis #Biometric Identification and Security
  39. DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
    2025/04/06 by Maregu Assefa, Assefa, Maregu, Muzammal Naseer +9 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models
    2025/02/03 by Hashmat Shadab Malik, Fahad Shamshad, Malik, Hashmat Shadab +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels
    2024/04/15 by Dharmasiri, Amaya, Naseer, Muzammal, Khan, Salman +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Language Guided Domain Generalized Medical Image Segmentation
    2024/04/01 by Shahina Kunhimon, Kunhimon, Shahina, Muzammal Naseer +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Image Retrieval and Classification Techniques
  43. Multi-Granularity Language-Guided Training for Multi-Object Tracking
    2024/06/07 by Yuhao Li, Li, Yuhao, Jiale Cao +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  44. Multi-modal Generation via Cross-Modal In-Context Learning
    2024/05/28 by Kumar, Amandeep, Naseer, Muzammal, Narayan, Sanath +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark
    2025/03/17 by Majzoub, Roba Al, Malik, Hashmat, Naseer, Muzammal +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.0 #Image and Video Processing (eess.IV) #J.3 #electronic engineering #information engineering
  46. STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
    2025/04/03 by Velayudhan, Divya, Ahmed, Abdelfatah, Alansari, Mohamad +10 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  47. Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models
    2024/12/24 by Yi, Jinhui, Wasim, Syed Talal, Luo, Yanan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences