Publications

Kartik Kuckreja, Muhammad Sohail Danish,, Muzammal Naseer, Abhijit Das, Salman Khan, Fahad Shahbaz Khan (2024). Geochat: Grounded large vision-language model for remote sensing. In CVPR.

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Hanan Gani, Shariq Farooq Bhat, Muzammal Naseer, Salman Khan, Peter Wonka (2024). LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts. In ICLR.

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Sheng Zhang, Muzammal Naseer, Guangyi Chen, Zhiqiang Shen, Salman Khan, Kun Zhang, Fahad Shahbaz Khan (2023). S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment. In AAAI.

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Jameel Hassan, Hanan Gani, Noor Hussein, Muhammad Uzair Khattak, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan (2023). Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization. In NeurIPS.

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Muhammad Uzair Khattak, Syed Talal Wasim, Muzammal Naseer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan (2023). Self-regulating Prompts: Foundational Model Adaptation without Forgetting. In ICCV.

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Koushik Srivatsan, Muzammal Naseer, Karthik Nandakumar (2023). FLIP: Cross-domain Face Anti-spoofing with Language Guidance. In ICCV.

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Syed Talal Wasim, Muhammad Uzair Khattak, Muzammal Naseer, Salman Khan, Mubarak Shah, Fahad Shahbaz Khan (2023). Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition. In ICCV.

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Asif Hanif, Muzammal Naseer, Salman Khan, Mubarak Shah, Fahad Shahbaz Khan (2023). Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation. In MICCAI.

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Syed Talal Wasim, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (2023). Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting. In CVPR.

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Sheng Zhang, Salman Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Shahbaz Khan (2023). PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery. In CVPR.

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SFahad Shamshad, Muzammal Naseer, Karthik Nandakumar (2023). CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search. In CVPR.

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Muzammal Naseer, Ahmad Mahmood, Salman Khan, Fahad Shahbaz Khan (2023). Boosting Adversarial Transferability using Dynamic Cues. In ICLR.

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Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli (2022). Stylized Adversarial Defense. In TPAMI.

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Muzammal Naseer, Salman Khan, Fatih Porikli, Fahad Shahbaz Khan (2022). Guidance Through Surrogate: Towards a Generic Diagnostic Attack. In TNNLS.

Hashmat Shadab Malik, Shahina Kunhimon, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan (2022). Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations. In BMVC.

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Maryam Sultana, Muzammal Naseer, Muhammad Haris Khan, Salman Khan, Fahad Shahbaz Khan (2022). Self-Distilled Vision Transformer for Domain Generalization. In ACCV.

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Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael Ryoo (2022). Self-supervised Video Transformer. In CVPR.

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Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Fahad Shahbaz Khan, Fatih Porikli (2022). On Improving Adversarial Transferability of Vision Transformers. In ICLR.

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Hanan Gani, Muzammal Naseer, Mohammad Yaqub (2022). How to Train Vision Transformer on Small-scale Datasets?. In BMVC.

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Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang (2021). Intriguing Properties of Vision Transformers. In NeurIPS.

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Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli (2021). On Generating Transferable Targeted Perturbations. In ICCV.

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Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan (2021). Orthogonal Projection Loss. In ICCV.

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Mohamed Afham, Salman Khan, Haris Khan, Muzammal Naseer, Fahad Khan (2021). Rich Semantics Improve Few-shot Learning. In BMVC.

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Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli (2020). A Self-supervised Approach for Adversarial Robustness. In CVPR.

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Muzammal Naseer, Salman Khan, Harris Khan, Fahad Shahbaz Khan, Fatih Porikli (2020). Cross-Domain Transferability of Adversarial Perturbations. In NeurIPS.

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Muzammal Naseer, Salman Khan, Fatih Porikli (2019). Local Gradients Smoothing: Defense Against Localized Adversarial Attacks. In WACV.

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