Towards iterative learning of autonomous robots using ILP. - Naveed Akhtar; Matthias Füller; Björn Kahl; Timo Henne (ICAR, 2011)

Simulation-based approach for avoiding external faults. - Naveed Akhtar; Anastassia Küstenmacher; Paul-Gerhard Plöger; Gerhard Lakemeyer (ICAR, 2013)

Unexpected Situations in Service Robot Environment: Classification and Reasoning Using Naive Physics. - Anastassia Küstenmacher; Naveed Akhtar; Paul-Gerhard Plöger; Gerhard Lakemeyer (RoboCup, 2013)

Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (ECCV (7), 2014)

SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (ICPR, 2014)

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (WACV, 2014)

Towards Robust Task Execution for Domestic Service Robots. - Anastassia Küstenmacher; Naveed Akhtar; Paul-Gerhard Plöger; Gerhard Lakemeyer (J. Intell. Robotic Syst., 2014)

Bayesian sparse representation for hyperspectral image super resolution. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (CVPR, 2015)

Sparseness helps: Sparsity Augmented Collaborative Representation for Classification. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (CoRR, 2015)

Tensile Fracture in Laser Welding Joints of Al-Cu-Li-Mg-X Alloy Bearing Gaseous Porosity. - Naveed Akhtar; SuJun Wu (Int. J. Manuf. Mater. Mech. Eng., 2015)

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (IEEE Trans. Geosci. Remote. Sens., 2015)

Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (ECCV (3), 2016)

Discriminative Bayesian Dictionary Learning for Classification. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Joint Discriminative Bayesian Dictionary and Classifier Learning. - Naveed Akhtar; Ajmal S. Mian; Fatih Porikli (CVPR, 2017)

Viewpoint Invariant RGB-D Human Action Recognition. - Jain Liu; Naveed Akhtar; Ajmal Mian (DICTA, 2017)

Mechanical Performance and Fracture Behavior of Recycled AA6061-T6 Alloy Melted from Aluminium Chips. - Naveed Akhtar; Razzaq Ahmed; Muhammad Arfan; Muhammad Noshad Ali (Int. J. Manuf. Mater. Mech. Eng., 2017)

Efficient classification with sparsity augmented collaborative representation. - Naveed Akhtar; Faisal Shafait; Ajmal S. Mian (Pattern Recognit., 2017)

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing. - Naveed Akhtar; Ajmal S. Mian (IEEE Trans. Geosci. Remote. Sens., 2017)

Defense Against Universal Adversarial Perturbations. - Naveed Akhtar; Jian Liu 014; Ajmal Mian (CVPR, 2018)

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey. - Naveed Akhtar; Ajmal S. Mian (IEEE Access, 2018)

Viewpoint Invariant Action Recognition Using RGB-D Videos. - Jian Liu 014; Naveed Akhtar; Ajmal Mian (IEEE Access, 2018)

Spherical Convolutional Neural Network for 3D Point Clouds. - Huan Lei; Naveed Akhtar; Ajmal Mian (CoRR, 2018)

Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification. - Naveed Akhtar; Ajmal S. Mian (IEEE Trans. Neural Networks Learn. Syst., 2018)

Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition. - Jian Liu 014; Naveed Akhtar; Ajmal Mian (CVPR Workshops, 2019)

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning. - Nayyer Aafaq; Naveed Akhtar; Wei Liu 006; Syed Zulqarnain Gilani; Ajmal Mian (CVPR, 2019)

Octree Guided CNN With Spherical Kernels for 3D Point Clouds. - Huan Lei; Naveed Akhtar; Ajmal Mian (CVPR, 2019)

Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions. - Fouzia Altaf; Syed M. S. Islam; Naveed Akhtar; Naeem Khalid Janjua (IEEE Access, 2019)

Label Universal Targeted Attack. - Naveed Akhtar; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Ajmal Mian (CoRR, 2019)

Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video. - Jian Liu 014; Naveed Akhtar; Ajmal Mian (CoRR, 2019)

Empirical Autopsy of Deep Video Captioning Frameworks. - Nayyer Aafaq; Naveed Akhtar; Wei Liu 006; Ajmal Mian (CoRR, 2019)

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition. - Jian Liu 014; Hossein Rahmani 001; Naveed Akhtar; Ajmal Mian (Int. J. Comput. Vis., 2019)

Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors. - ShiJie Sun 001; Naveed Akhtar; HuanSheng Song; ChaoYang Zhang; Jianxin Li 001; Ajmal Mian (IEEE Trans. Intell. Transp. Syst., 2019)

Attack to Explain Deep Representation. - Mohammad A. A. K. Jalwana; Naveed Akhtar; Mohammed Bennamoun; Ajmal Mian (CVPR, 2020)

SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel. - Huan Lei; Naveed Akhtar; Ajmal Mian (CVPR, 2020)

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. - ShiJie Sun 001; Naveed Akhtar; Xiangyu Song; HuanSheng Song; Ajmal Mian; Mubarak Shah (ECCV (24), 2020)

Efficient Detection of Pixel-Level Adversarial Attacks. - Syed Afaq Ali Shah; Moise Bougre; Naveed Akhtar; Mohammed Bennamoun; Liang Zhang 010 (ICIP, 2020)

Orthogonal Deep Models as Defense Against Black-Box Attacks. - Mohammad A. A. K. Jalwana; Naveed Akhtar; Mohammed Bennamoun; Ajmal Mian (IEEE Access, 2020)

Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space. - Camilo Pestana; Naveed Akhtar; Wei Liu 006; David G. Glance; Ajmal Mian (CoRR, 2020)

Hyperspectral Recovery from RGB Images using Gaussian Processes. - Naveed Akhtar; Ajmal Mian (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Steganographic universal adversarial perturbations. - Salah Ud Din; Naveed Akhtar; Muhammad Shahzad Younis; Faisal Shafait; Atif Bin Mansoor; Muhammad Shafique 001 (Pattern Recognit. Lett., 2020)

CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency. - Mohammad A. A. K. Jalwana; Naveed Akhtar; Mohammed Bennamoun; Ajmal Mian (CVPR, 2021)

Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes. - Huan Lei; Naveed Akhtar; Ajmal Mian (CVPR, 2021)

Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. - Fouzia Altaf; Syed M. S. Islam; Naveed Akhtar (DICTA, 2021)

High Definition LiDAR mapping of Perth CBD. - Muhammad Ibrahim 001; Naveed Akhtar; Mohammad A. A. K. Jalwana; Michael J. Wise; Ajmal Mian (DICTA, 2021)

Boosting Deep Transfer Learning For Covid-19 Classification. - Fouzia Altaf; Syed M. S. Islam; Naeem Khalid Janjua; Naveed Akhtar (ICIP, 2021)

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images. - Camilo Pestana; Naveed Akhtar; Wei Liu 006; David G. Glance; Ajmal Mian (IJCNN, 2021)

Analysing Adversarial Examples for Deep Learning. - Jason Jung 002; Naveed Akhtar; Ghulam Mubashar Hassan (VISIGRAPP (5: VISAPP), 2021)

Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey. - Naveed Akhtar; Ajmal Mian; Navid Kardan; Mubarak Shah (IEEE Access, 2021)

Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation. - Muhammad Ibrahim 001; Naveed Akhtar; Michael J. Wise; Ajmal Mian (IEEE Access, 2021)

Empirical autopsy of deep video captioning encoder-decoder architecture. - Nayyer Aafaq; Naveed Akhtar; Wei Liu 006; Ajmal Mian (Array, 2021)

Controlled Caption Generation for Images Through Adversarial Attacks. - Nayyer Aafaq; Naveed Akhtar; Wei Liu 006; Mubarak Shah; Ajmal Mian (CoRR, 2021)

Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II. - Naveed Akhtar; Ajmal Mian; Navid Kardan; Mubarak Shah (CoRR, 2021)

Geometric Feature Learning for 3D Meshes. - Huan Lei; Naveed Akhtar; Mubarak Shah; Ajmal Mian (CoRR, 2021)

Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers. - Ajmal Saeed Mian; Lei Wang; Ruiping Wang 001; Hamid Laga; Naveed Akhtar (Neural Comput. Appl., 2021)

Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds. - Huan Lei; Naveed Akhtar; Ajmal Mian (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep Affinity Network for Multiple Object Tracking. - ShiJie Sun 001; Naveed Akhtar; HuanSheng Song; Ajmal Mian; Mubarak Shah (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor. - Muhammad Ibrahim 001; Naveed Akhtar; Khalil Ullah; Ajmal Mian (Remote. Sens., 2021)

Cognitive Impairment Prediction by Normal Cognitive Brain MRI Scans Using Deep Learning. - Justin Bardwell; Ghulam Mubashar Hassan; Farzaneh Salami; Naveed Akhtar (AI, 2022)

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. - Zhao Jin; Yinjie Lei; Naveed Akhtar; Haifeng Li 007; Munawar Hayat (CVPR, 2022)

Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection. - Fouzia Altaf; Syed M. S. Islam; Naeem Khalid Janjua; Naveed Akhtar (IVCNZ, 2022)

MAiVAR: Multimodal Audio-Image and Video Action Recognizer. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (VCIP, 2022)

Transferable 3D Adversarial Textures using End-to-end Optimization. - Camilo Pestana; Naveed Akhtar; Nazanin Rahnavard; Mubarak Shah; Ajmal Mian (WACV, 2022)

A Survey of Neural Trojan Attacks and Defenses in Deep Learning. - Jie Wang; Ghulam Mubashar Hassan; Naveed Akhtar (CoRR, 2022)

On Higher Adversarial Susceptibility of Contrastive Self-Supervised Learning. - Rohit Gupta 012; Naveed Akhtar; Ajmal Mian; Mubarak Shah (CoRR, 2022)

Vision Transformers for Action Recognition: A Survey. - Anwaar Ulhaq; Naveed Akhtar; Ganna Pogrebna; Ajmal Mian (CoRR, 2022)

Efficient Diffusion Models for Vision: A Survey. - Anwaar Ulhaq; Naveed Akhtar; Ganna Pogrebna (CoRR, 2022)

Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition. - Rohit Gupta 012; Naveed Akhtar; Gaurav Kumar Nayak; Ajmal Mian; Mubarak Shah (CoRR, 2022)

Attack to Fool and Explain Deep Networks. - Naveed Akhtar; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Ajmal Mian (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Cross-Domain Modality Fusion for Dense Video Captioning. - Nayyer Aafaq; Ajmal Mian; Wei Liu 006; Naveed Akhtar; Mubarak Shah (IEEE Trans. Artif. Intell., 2022)

Adversarial Attack on Skeleton-Based Human Action Recognition. - Jian Liu 014; Naveed Akhtar; Ajmal Mian (IEEE Trans. Neural Networks Learn. Syst., 2022)

PC-Urban Outdoor dataset for 3D Point Cloud semantic segmentation. - Muhammad Ibrahim 001; Naveed Akhtar; Michael J. Wise; Ajmal Mian (IEEE DataPort, 2022)

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility. - Rohit Gupta 012; Naveed Akhtar; Ajmal Mian; Mubarak Shah (AAAI, 2023)

Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers. - Naveed Akhtar; Mohammad Amir Asim Khan Jalwana (AAAI, 2023)

Local Path Integration for Attribution. - Peiyu Yang; Naveed Akhtar; Zeyi Wen; Ajmal Mian (AAAI, 2023)

STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation. - Qitong Yang; Lionel Rakai; Shijie Sun 001; Huansheng Song; Xiangyu Song; Naveed Akhtar (APWeb/WAIM (4), 2023)

AShapeFormer : Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers. - Zechuan Li; Hongshan Yu; Zhengeng Yang; Tom Tongjia Chen; Naveed Akhtar (CVPR, 2023)

Text-image guided Diffusion Model for generating Deepfake celebrity interactions. - Yunzhuo Chen; Nur Al Hasan Haldar; Naveed Akhtar; Ajmal Mian (DICTA, 2023)

MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (EUVIP, 2023)

PRAT: PRofiling Adversarial aTtacks. - Rahul Ambati; Naveed Akhtar; Ajmal Mian; Yogesh S. Rawat (ICCV (Workshops), 2023)

Re-calibrating Feature Attributions for Model Interpretation. - Peiyu Yang; Naveed Akhtar; Zeyi Wen; Mubarak Shah; Ajmal Saeed Mian (ICLR, 2023)

Towards credible visual model interpretation with path attribution. - Naveed Akhtar; Mohammad A. A. K. Jalwana (ICML, 2023)

Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. - Muhammad Ibrahim 001; Naveed Akhtar; Saeed Anwar; Michael J. Wise; Ajmal Mian (ICRA, 2023)

UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. - Muhammad Ibrahim 001; Naveed Akhtar; Saeed Anwar; Ajmal Mian (IROS, 2023)

Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection. - Fouzia Altaf; Syed M. S. Islam; Naeem Khalid Janjua; Naveed Akhtar (CoRR, 2023)

A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics. - Naveed Akhtar (CoRR, 2023)

On quantifying and improving realism of images generated with diffusion. - Yunzhuo Chen; Naveed Akhtar; Nur Al Hasan Haldar; Ajmal Mian (CoRR, 2023)

Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning. - Nayyer Aafaq; Naveed Akhtar; Wei Liu 006; Mubarak Shah; Ajmal Mian (IEEE Trans. Inf. Forensics Secur., 2023)

Dense Video Captioning With Early Linguistic Information Fusion. - Nayyer Aafaq; Ajmal Mian; Naveed Akhtar; Wei Liu 006; Mubarak Shah (IEEE Trans. Multim., 2023)

SWAN. - Muhammad Ibrahim 001; Naveed Akhtar; Saeed Anwer; Ajmal Mian (IEEE DataPort, 2023)

Perth-WA Localization Dataset in 3D Point Cloud Maps. - Muhammad Ibrahim 001; Naveed Akhtar; Saeed Anwar; Michael J. Wise; Ajmal Mian (IEEE DataPort, 2023)

SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation. - Muhammad Ibrahim 001; Naveed Akhtar; Saeed Anwar; Ajmal Mian (IEEE Trans. Intell. Transp. Syst., 2023)

Deep Reconstruction of 3-D Human Poses From Video. - Jian Liu 014; Naveed Akhtar; Ajmal Mian (IEEE Trans. Artif. Intell., 2023)

GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning. - Uno Fang; Jianxin Li 001; Naveed Akhtar; Man Li; Yan Jia 001 (World Wide Web (WWW), 2023)

PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Softw. Impacts, 2023)

Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding. - Yanmei Zou; Hongshan Yu; Zhengeng Yang; Zechuan Li; Naveed Akhtar (AAAI, 2024)

Manipulating and Mitigating Generative Model Biases Without Retraining. - Jordan Vice; Naveed Akhtar; Richard I. Hartley; Ajmal Mian (ECCV Workshops (22), 2024)

Regulating Model Reliance on Non-robust Features by Smoothing Input Marginal Density. - Peiyu Yang; Naveed Akhtar; Mubarak Shah; Ajmal Mian (ECCV (57), 2024)

A Statistical Image Realism Score For Deepfake Detection. - Yunzhuo Chen; Naveed Akhtar; Nur Al Hasan Haldar; Jordan Vice; Ajmal Mian (ICIP, 2024)

M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans. - Juwita Juwita; Ghulam Mubashar Hassan; Naveed Akhtar; Amitava Datta (CoRR, 2024)

ARCNet: An Asymmetric Residual Wavelet Column Correction Network for Infrared Image Destriping. - Shuai Yuan; Hanlin Qin; Xiang Yan; Naveed Akhtar; Shiqi Yang; Shuowen Yang (CoRR, 2024)

Severity Controlled Text-to-Image Generative Model Bias Manipulation. - Jordan Vice; Naveed Akhtar; Richard I. Hartley; Ajmal Mian (CoRR, 2024)

Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods. - Peiyu Yang; Naveed Akhtar; Jiantong Jiang; Ajmal Mian (CoRR, 2024)

Suitability of KANs for Computer Vision: A preliminary investigation. - Basim Azam; Naveed Akhtar (CoRR, 2024)

GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction. - Zaid Ilyas; Naveed Akhtar; David Suter; Syed Zulqarnain Gilani (CoRR, 2024)

On the Fairness, Diversity and Reliability of Text-to-Image Generative Models. - Jordan Vice; Naveed Akhtar; Richard I. Hartley; Ajmal Mian (CoRR, 2024)

Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction. - Jordan Vice; Naveed Akhtar; Richard I. Hartley; Ajmal Mian (CoRR, 2024)

GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing. - Khawar Islam; Muhammad Zaigham Zaheer; Arif Mahmood; Karthik Nandakumar; Naveed Akhtar (CoRR, 2024)

MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Data, 2024)

EFRNet-VL: An end-to-end feature refinement network for monocular visual localization in dynamic environments. - Jingwen Wang; Hongshan Yu; Xuefei Lin; Zechuan Li; Wei Sun 028; Naveed Akhtar (Expert Syst. Appl., 2024)

Dynamic Spectral Guided Spatial Sparse Transformer for Hyperspectral Image Reconstruction. - Junyang Wang; Xiang Yan; Hanlin Qin; Naveed Akhtar; Shuowen Yang; Ajmal Mian (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SCTransNet: Spatial-Channel Cross Transformer Network for Infrared Small Target Detection. - Shuai Yuan 013; Hanlin Qin; Xiang Yan; Naveed Akhtar; Ajmal Mian (IEEE Trans. Geosci. Remote. Sens., 2024)

IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping. - Shuai Yuan 013; Hanlin Qin; Xiang Yan; Naveed Akhtar; Shiqi Yang; Shuowen Yang (IEEE Trans. Geosci. Remote. Sens., 2024)

BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. - Jordan Vice; Naveed Akhtar; Richard I. Hartley; Ajmal Mian (IEEE Trans. Inf. Forensics Secur., 2024)

Enhanced Deep Predictive Modeling of Wastewater Plants With Limited Data. - Maira Alvi; Tim French 002; Rachel Cardell-Oliver; Damien J. Batstone; Naveed Akhtar (IEEE Trans. Ind. Informatics, 2024)

Multimodal fusion for audio-image and video action recognition. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Neural Comput. Appl., 2024)

Voxel- and Bird's-Eye-View-Based Semantic Scene Completion for LiDAR Point Clouds. - Li Liang; Naveed Akhtar; Jordan Vice; Ajmal Mian (Remote. Sens., 2024)

Co-Engaged Location Group Search in Location-Based Social Networks. - Nur Al Hasan Haldar; Jianxin Li 001; Naveed Akhtar; Yan Jia 001; Ajmal Mian (IEEE Trans. Knowl. Data Eng., 2024)

Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios. - Lichen Liu; Xiangyu Song; HuanSheng Song; Shijie Sun 001; Xian-Feng Han; Naveed Akhtar; Ajmal Mian (IEEE Trans. Intell. Transp. Syst., 2024)

From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Fine-Grained Semantic Information Preservation and Misclassification-Aware Loss for 3D Point Cloud. - Yanmei Zou; Xuefei Lin; Hongshan Yu; Zhengeng Yang; Naveed Akhtar (IEEE Robotics Autom. Lett., 2024)

IMPS: Informative Map Point Selection for Visual-Inertial SLAM. - Changxiang Liu; Hongshan Yu; Qiang Fu 013; Xieyuanli Chen; Naveed Akhtar; Zhi-Hong Mao (IEEE Trans. Intell. Veh., 2024)

Mesh Convolution With Continuous Filters for 3-D Surface Parsing. - Huan Lei; Naveed Akhtar; Mubarak Shah; Ajmal Mian (IEEE Trans. Neural Networks Learn. Syst., 2024)

LPL-VIO: monocular visual-inertial odometry with deep learning-based point and line features. - Changxiang Liu; Qinhan Yang; Hongshan Yu; Qiang Fu 013; Naveed Akhtar (Neural Comput. Appl., 2024)

Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion. - Li Liang; Naveed Akhtar; Jordan Vice; Xiangrui Kong; Ajmal Saeed Mian (AAAI, 2025)

Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control. - Basim Azam; Naveed Akhtar (CVPR, 2025)

Dynamic watermarks in images generated by diffusion models. - Yunzhuo Chen; Jordan Vice; Naveed Akhtar; Nur Al Hasan Haldar; Ajmal Mian (CVPR Workshops, 2025)

Beyond Human Perception: Understanding Multi-Object World from Monocular View. - Keyu Guo; Yongle Huang; Shijie Sun 001; Xiangyu Song; Mingtao Feng; Zedong Liu; Huansheng Song; Tiantian Wang; Jianxin Li 001; Naveed Akhtar; Ajmal Saeed Mian (CVPR, 2025)

GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object Detector. - Zechuan Li; Hongshan Yu; Yihao Ding; Jinhao Qiao; Basim Azam; Naveed Akhtar (CVPR, 2025)

Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking. - Hongkai Wei; Yang Yang; Shijie Sun 001; Mingtao Feng; Xiangyu Song; Qi Lei; Hongli Hu; Rong Wang; Huansheng Song; Naveed Akhtar; Ajmal Saeed Mian (CVPR, 2025)

MMPU-Net: A parameter-efficient network for fine-stage of pancreas and pancreas-tumor segmentation on CT scans. - Juwita Juwita; Ghulam Mubashar Hassan; Naveed Akhtar; Amitava Datta (Biomed. Signal Process. Control., 2025)

HDTCNet: A hybrid-dimensional convolutional network for multivariate time series classification. - Yongli Gu; Xiang Yan; Hanlin Qin; Naveed Akhtar; Shuai Yuan 013; Honghao Fu; Shuowen Yang; Ajmal Mian (Pattern Recognit., 2025)

SLBL-PU: Shadow-Based Layer-By-Layer Phase Unwrapping for Efficient 3D Measurement. - Ruiming Yu; Hongshan Yu; Haiqiang Xu; Wei Sun 028; Naveed Akhtar; Yaonan Wang 001 (IEEE Trans. Computational Imaging, 2025)

Quantifying Bias in Text-to-Image Generative Models. - Jordan Vice; Naveed Akhtar; Richard Hartley 001; Ajmal Mian (IEEE Trans. Dependable Secur. Comput., 2025)

ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping. - Shuai Yuan 013; Hanlin Qin; Xiang Yan; Shiqi Yang; Shuowen Yang; Naveed Akhtar; Huixin Zhou (IEEE Trans. Geosci. Remote. Sens., 2025)

RSVMamba for Tree Species Classification Using UAV RGB Remote Sensing Images. - Xiaoyan Zhang; Juntao Gu; Basim Azam; Wenjun Zhang; Moule Lin; Chao Li 066; Weipeng Jing 001; Naveed Akhtar (IEEE Trans. Geosci. Remote. Sens., 2025)

Efficient 3-D Measurement Based on De Bruijn Nonuniform Periodic Phase-Shifting. - Hongshan Yu; Ruiming Yu; Wei Sun 028; Naveed Akhtar (IEEE Trans. Instrum. Meas., 2025)

Post-hoc Spurious Correlation Neutralization with Single-Weight Fictitious Class Unlearning. - Shahin Hakemi; Naveed Akhtar; Ghulam Mubashar Hassan; Ajmal Mian (CoRR, 2025)

Embodied Intelligence for 3D Understanding: A Survey on 3D Scene Question Answering. - Zechuan Li; Hongshan Yu; Yihao Ding; Yan Li; Yong He 012; Naveed Akhtar (CoRR, 2025)

Deepfake Detection with Spatio-Temporal Consistency and Attention. - Yunzhuo Chen; Naveed Akhtar; Nur Al Hasan Haldar; Ajmal Mian (CoRR, 2025)

Dynamic watermarks in images generated by diffusion models. - Yunzhuo Chen; Naveed Akhtar; Nur Al Hasan Haldar; Ajmal Mian (CoRR, 2025)

Image Watermarking of Generative Diffusion Models. - Yunzhuo Chen; Jordan Vice; Naveed Akhtar; Nur Al Hasan Haldar; Ajmal Mian (CoRR, 2025)

Exploring Bias in over 100 Text-to-Image Generative Models. - Jordan Vice; Naveed Akhtar; Richard Hartley 001; Ajmal Mian (CoRR, 2025)

Context-guided Responsible Data Augmentation with Diffusion Models. - Khawar Islam; Naveed Akhtar (CoRR, 2025)

Leveraging Text-to-Image Generation for Handling Spurious Correlation. - Aryan Yazdan Parast; Basim Azam; Naveed Akhtar (CoRR, 2025)

On Transfer-based Universal Attacks in Pure Black-box Setting. - Mohammad A. A. K. Jalwana; Naveed Akhtar; Ajmal Mian; Nazanin Rahnavard; Mubarak Shah (CoRR, 2025)

Large Language Models for Computer-Aided Design: A Survey. - Licheng Zhang; Bach Le; Naveed Akhtar; Siew-Kei Lam; Tuan Ngo (CoRR, 2025)

Deeper Diffusion Models Amplify Bias. - Shahin Hakemi; Naveed Akhtar; Ghulam Mubashar Hassan; Ajmal Mian (CoRR, 2025)

RID-Net: A Hybrid MLP-Transformer Network for Robust Point Cloud Registration. - Panfei Cheng; Hongshan Yu; Changxiang Liu; Kan Luo; Naveed Akhtar; Xieyuanli Chen (IEEE Robotics Autom. Lett., 2025)

Multistream Network for LiDAR and Camera-based 3D Object Detection in Outdoor Scenes. - Muhammad Ibrahim 001; Naveed Akhtar; Haitian Wang; Saeed Anwar; Ajmal Mian (CoRR, 2025)

On the Reliability of Vision-Language Models Under Adversarial Frequency-Domain Perturbations. - Jordan Vice; Naveed Akhtar; Yansong Gao; Richard I. Hartley; Ajmal Mian (CoRR, 2025)

DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models. - Licheng Zhang; Bach Le; Naveed Akhtar; Tuan Ngo (CoRR, 2025)

Assessing the Feasibility of Lightweight Whisper Models for Low-Resource Urdu Transcription. - Abdul Rehman Antall; Naveed Akhtar (CoRR, 2025)