Naveed Akhtar

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 129

Top Venues

CoRR

CVPR

IEEE Access

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. Data 9 (2) (2024)
Li Liang, Naveed Akhtar, Jordan Vice, Ajmal Mian
Voxel- and Bird's-Eye-View-Based Semantic Scene Completion for LiDAR Point Clouds. Remote. Sens. 16 (13) (2024)
LiChen Liu, Xiangyu Song, HuanSheng Song, Shijie Sun, Xian-Feng Han, Naveed Akhtar, Ajmal Mian
Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Peiyu Yang, Naveed Akhtar, Mubarak Shah, Ajmal Mian
Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density. CoRR (2024)
Juwita Juwita, Ghulam Mubashar Hassan, Naveed Akhtar, Amitava Datta
M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans. CoRR (2024)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
Multimodal fusion for audio-image and video action recognition. Neural Comput. Appl. 36 (10) (2024)
Basim Azam, Naveed Akhtar
Suitability of KANs for Computer Vision: A preliminary investigation. CoRR (2024)
Nur Al Hasan Haldar, Jianxin Li, Naveed Akhtar, Yan Jia, Ajmal Mian
Co-Engaged Location Group Search in Location-Based Social Networks. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Yanmei Zou, Xuefei Lin, Hongshan Yu, Zhengeng Yang, Naveed Akhtar
Fine-Grained Semantic Information Preservation and Misclassification-Aware Loss for 3D Point Cloud. IEEE Robotics Autom. Lett. 9 (9) (2024)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
Severity Controlled Text-to-Image Generative Model Bias Manipulation. CoRR (2024)
Maira Alvi, Tim French, Rachel Cardell-Oliver, Damien Batstone, Naveed Akhtar
Enhanced Deep Predictive Modeling of Wastewater Plants With Limited Data. IEEE Trans. Ind. Informatics 20 (2) (2024)
Yanmei Zou, Hongshan Yu, Zhengeng Yang, Zechuan Li, Naveed Akhtar
Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding. AAAI (2024)
Peiyu Yang, Naveed Akhtar, Jiantong Jiang, Ajmal Mian
Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods. CoRR (2024)
Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Ajmal Mian
SCTransNet: Spatial-Channel Cross Transformer Network for Infrared Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Shiqi Yang, Shuowen Yang
ARCNet: An Asymmetric Residual Wavelet Column Correction Network for Infrared Image Destriping. CoRR (2024)
Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. CoRR (2024)
Jingwen Wang, Hongshan Yu, Xuefei Lin, Zechuan Li, Wei Sun, Naveed Akhtar
EFRNet-VL: An end-to-end feature refinement network for monocular visual localization in dynamic environments. Expert Syst. Appl. 243 (2024)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
Quantifying Bias in Text-to-Image Generative Models. CoRR (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. CoRR (2023)
Naveed Akhtar, Mohammad A. A. K. Jalwana
Towards credible visual model interpretation with path attribution. ICML (2023)
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian
Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Naveed Akhtar, Mohammad Amir Asim Khan Jalwana
Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers. AAAI (2023)
Jian Liu, Naveed Akhtar, Ajmal Mian
Deep Reconstruction of 3-D Human Poses From Video. IEEE Trans. Artif. Intell. 4 (3) (2023)
Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. ICRA (2023)
Qitong Yang, Lionel Rakai, Shijie Sun, Huansheng Song, Xiangyu Song, Naveed Akhtar
STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation. APWeb/WAIM (4) (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. EUVIP (2023)
Jordan Vice, Naveed Akhtar, Richard Hartley, Ajmal Mian
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. CoRR (2023)
Naveed Akhtar, Mohammad A. A. K. Jalwana
Rethinking interpretation: Input-agnostic saliency mapping of deep visual classifiers. CoRR (2023)
Naveed Akhtar, Mohammad A. A. K. Jalwana
Towards credible visual model interpretation with path attribution. CoRR (2023)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. Softw. Impacts 17 (2023)
Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Saeed Mian
Re-calibrating Feature Attributions for Model Interpretation. ICLR (2023)
Yunzhuo Chen, Naveed Akhtar, Nur Al Hasan Haldar, Ajmal Mian
On quantifying and improving realism of images generated with diffusion. CoRR (2023)
Rahul Ambati, Naveed Akhtar, Ajmal Mian, Yogesh S. Rawat
PRAT: PRofiling Adversarial aTtacks. ICCV (Workshops) (2023)
Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility. AAAI (2023)
Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. IROS (2023)
Naveed Akhtar
A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics. CoRR (2023)
Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian
SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. CoRR (2023)
Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. CoRR (2023)
Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian
Local Path Integration for Attribution. AAAI (2023)
Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. DICTA (2023)
Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. CoRR (2023)
Rahul Ambati, Naveed Akhtar, Ajmal Mian, Yogesh Singh Rawat
PRAT: PRofiling Adversarial aTtacks. CoRR (2023)
Nayyer Aafaq, Ajmal Mian, Naveed Akhtar, Wei Liu, Mubarak Shah
Dense Video Captioning With Early Linguistic Information Fusion. IEEE Trans. Multim. 25 (2023)
Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar
Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection. CoRR (2023)
Zechuan Li, Hongshan Yu, Zhengeng Yang, Tom Tongjia Chen, Naveed Akhtar
AShapeFormer : Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers. CVPR (2023)
Uno Fang, Jianxin Li, Naveed Akhtar, Man Li, Yan Jia
GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning. World Wide Web (WWW) 26 (4) (2023)
Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna
Efficient Diffusion Models for Vision: A Survey. CoRR (2022)
Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna, Ajmal Mian
Vision Transformers for Action Recognition: A Survey. CoRR (2022)
Rohit Gupta, Naveed Akhtar, Gaurav Kumar Nayak, Ajmal Mian, Mubarak Shah
Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition. CoRR (2022)
Nayyer Aafaq, Ajmal Mian, Wei Liu, Naveed Akhtar, Mubarak Shah
Cross-Domain Modality Fusion for Dense Video Captioning. IEEE Trans. Artif. Intell. 3 (5) (2022)
Jian Liu, Naveed Akhtar, Ajmal Mian
Adversarial Attack on Skeleton-Based Human Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Congliang Li, Shijie Sun, Xiangyu Song, Huansheng Song, Naveed Akhtar, Ajmal Saeed Mian
Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular Vision. CoRR (2022)
Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah
On Higher Adversarial Susceptibility of Contrastive Self-Supervised Learning. CoRR (2022)
Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar
Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection. IVCNZ (2022)
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CoRR (2022)
Camilo Pestana, Naveed Akhtar, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian
Transferable 3D Adversarial Textures using End-to-end Optimization. WACV (2022)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. VCIP (2022)
Justin Bardwell, Ghulam Mubashar Hassan, Farzaneh Salami, Naveed Akhtar
Cognitive Impairment Prediction by Normal Cognitive Brain MRI Scans Using Deep Learning. AI (2022)
Jie Wang, Ghulam Mubashar Hassan, Naveed Akhtar
A Survey of Neural Trojan Attacks and Defenses in Deep Learning. CoRR (2022)
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CVPR (2022)
Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian
Attack to Fool and Explain Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. CoRR (2022)
Muhammad Ibrahim, Naveed Akhtar, Khalil Ullah, Ajmal Mian
Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor. Remote. Sens. 13 (18) (2021)
Huan Lei, Naveed Akhtar, Ajmal Mian
Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes. CVPR (2021)
Huan Lei, Naveed Akhtar, Ajmal Mian
Picasso: A CUDA-based Library for Deep Learning over 3D Meshes. CoRR (2021)
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian
Controlled Caption Generation for Images Through Adversarial Attacks. CoRR (2021)
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency. CoRR (2021)
Muhammad Ibrahim, Naveed Akhtar, Michael J. Wise, Ajmal Mian
Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation. IEEE Access 9 (2021)
Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian
Geometric Feature Learning for 3D Meshes. CoRR (2021)
Jason Jung, Naveed Akhtar, Ghulam Mubashar Hassan
Analysing Adversarial Examples for Deep Learning. VISIGRAPP (5: VISAPP) (2021)
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency. CVPR (2021)
Ajmal Saeed Mian, Lei Wang, Ruiping Wang, Hamid Laga, Naveed Akhtar
Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers. Neural Comput. Appl. 33 (13) (2021)
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian
Empirical autopsy of deep video captioning encoder-decoder architecture. Array 9 (2021)
Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar
Boosting Deep Transfer Learning For Covid-19 Classification. ICIP (2021)
Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah
Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II. CoRR (2021)
Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah
Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey. IEEE Access 9 (2021)
Huan Lei, Naveed Akhtar, Ajmal Mian
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Camilo Pestana, Naveed Akhtar, Wei Liu, David G. Glance, Ajmal Mian
Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images. IJCNN (2021)
Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar
Boosting Deep Transfer Learning for COVID-19 Classification. CoRR (2021)
Muhammad Ibrahim, Naveed Akhtar, Mohammad A. A. K. Jalwana, Michael J. Wise, Ajmal Mian
High Definition LiDAR mapping of Perth CBD. DICTA (2021)
Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. DICTA (2021)
Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. CoRR (2021)
Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian
Attack to Fool and Explain Deep Networks. CoRR (2021)
ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, Mubarak Shah
Deep Affinity Network for Multiple Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 43 (1) (2021)
Naveed Akhtar, Ajmal Mian
Hyperspectral Recovery from RGB Images using Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Syed Afaq Ali Shah, Moise Bougre, Naveed Akhtar, Mohammed Bennamoun, Liang Zhang
Efficient Detection of Pixel-Level Adversarial Attacks. ICIP (2020)
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
Orthogonal Deep Models as Defense Against Black-Box Attacks. IEEE Access 8 (2020)
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
Orthogonal Deep Models As Defense Against Black-Box Attacks. CoRR (2020)
Salah Ud Din, Naveed Akhtar, Shahzad Younis, Faisal Shafait, Atif Mansoor, Muhammad Shafique
Steganographic universal adversarial perturbations. Pattern Recognit. Lett. 135 (2020)
Huan Lei, Naveed Akhtar, Ajmal Mian
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel. CVPR (2020)
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
Attack to Explain Deep Representation. CVPR (2020)
Camilo Pestana, Naveed Akhtar, Wei Liu, David G. Glance, Ajmal Mian
Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space. CoRR (2020)
ShiJie Sun, Naveed Akhtar, Xiangyu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. CoRR (2020)
ShiJie Sun, Naveed Akhtar, Xiangyu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. ECCV (24) (2020)
Jian Liu, Hossein Rahmani, Naveed Akhtar, Ajmal Mian
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition. Int. J. Comput. Vis. 127 (10) (2019)
Jian Liu, Naveed Akhtar, Ajmal Mian
Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition. CVPR Workshops (2019)
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian
Empirical Autopsy of Deep Video Captioning Frameworks. CoRR (2019)
Huan Lei, Naveed Akhtar, Ajmal Mian
Octree guided CNN with Spherical Kernels for 3D Point Clouds. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Naveed Akhtar