Muzammal Naseer

About Muzammal Naseer

Muzammal Naseer, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Australian National University, specializes in the field of Multi-modal Learning, Machine Learning, AI Safety and Reliability.

His recent articles reflect a diverse array of research interests and contributions to the field:

Geochat: Grounded large vision-language model for remote sensing

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

Learnable weight initialization for volumetric medical image segmentation

Composed Video Retrieval via Enriched Context and Discriminative Embeddings

Language Guided Domain Generalized Medical Image Segmentation

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery

Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding

Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting

Muzammal Naseer Information

University

Position

The

Citations(all)

3093

Citations(since 2020)

3077

Cited By

163

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Muzammal Naseer Skills & Research Interests

Multi-modal Learning

Machine Learning

AI Safety and Reliability

Top articles of Muzammal Naseer

Title

Journal

Author(s)

Publication Date

Geochat: Grounded large vision-language model for remote sensing

arXiv preprint arXiv:2311.15826

Kartik Kuckreja

Muhammad Sohail Danish

Muzammal Naseer

Abhijit Das

Salman Khan

...

2023/11/24

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

arXiv preprint arXiv:2310.10640

Hanan Gani

Shariq Farooq Bhat

Muzammal Naseer

Salman Khan

Peter Wonka

2023/10/16

Learnable weight initialization for volumetric medical image segmentation

Artificial Intelligence in Medicine

Shahina Kunhimon

Abdelrahman Shaker

Muzammal Naseer

Salman Khan

Fahad Shahbaz Khan

2024/4/3

Composed Video Retrieval via Enriched Context and Discriminative Embeddings

arXiv preprint arXiv:2403.16997

Omkar Thawakar

Muzammal Naseer

Rao Muhammad Anwer

Salman Khan

Michael Felsberg

...

2024/3/25

Language Guided Domain Generalized Medical Image Segmentation

arXiv preprint arXiv:2404.01272

Shahina Kunhimon

Muzammal Naseer

Salman Khan

Fahad Shahbaz Khan

2024/4/1

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery

arXiv preprint arXiv:2403.05419

Mubashir Noman

Muzammal Naseer

Hisham Cholakkal

Rao Muhammad Anwar

Salman Khan

...

2024/3/8

Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding

arXiv preprint arXiv:2401.00901

Syed Talal Wasim

Muzammal Naseer

Salman Khan

Ming-Hsuan Yang

Fahad Shahbaz Khan

2023/12/31

Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting

arXiv e-prints

Syed Talal Wasim

Muzammal Naseer

Salman Khan

Fahad Shahbaz Khan

Mubarak Shah

2023/4

FLIP: Cross-domain Face Anti-spoofing with Language Guidance

Koushik Srivatsan

Muzammal Naseer

Karthik Nandakumar

2023/7/13

Self-regulating Prompts: Foundational Model Adaptation without Forgetting

arXiv e-prints

Muhammad Uzair Khattak

Syed Talal Wasim

Muzammal Naseer

Salman Khan

Ming-Hsuan Yang

...

2023/7

PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery

Sheng Zhang

Salman Khan

Zhiqiang Shen

Muzammal Naseer

Guangyi Chen

...

2023

Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition

arXiv e-prints

Syed Talal Wasim

Muhammad Uzair Khattak

Muzammal Naseer

Salman Khan

Mubarak Shah

...

2023/7

Boosting Adversarial Transferability using Dynamic Cues

Muzammal Naseer

Ahmad Mahmood

Salman Khan

Fahad Khan

2022/9/29

Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation

Asif Hanif

Muzammal Naseer

Salman Khan

Mubarak Shah

Fahad Shahbaz Khan

2023/10/1

Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization

Advances in Neural Information Processing Systems

Jameel Abdul Samadh

Mohammad Hanan Gani

Noor Hussein

Muhammad Uzair Khattak

Muhammad Muzammal Naseer

...

2024/2/13

CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search

Fahad Shamshad

Muzammal Naseer

Karthik Nandakumar

2023/2/27

Foundational Models Defining a New Era in Vision: A Survey and Outlook

Muhammad Awais

Muzammal Naseer

Salman Khan

Rao Muhammad Anwer

Hisham Cholakkal

...

2023/7/25

Novel Concepts and Designs for Adversarial Attacks and Defenses

Ph.D. Thesis

Muzammal Naseer

2022/1

How to Train Vision Transformer on Small-scale Datasets?

Hanan Gani

Muzammal Naseer

Mohammad Yaqub

2022/10/13

Guidance Through Surrogate: Toward a Generic Diagnostic Attack

IEEE Transactions on Neural Networks and Learning Systems

Muzammal Naseer

Salman Khan

Fatih Porikli

Fahad Shahbaz Khan

2022/7/11

See List of Professors in Muzammal Naseer University(Australian National University)

Co-Authors

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