Dr Naveed Akhtar
Senior Research Fellow, DECRA
School of Computing and Information Systems
139 Scholarly works
3 Projects
HIGHLIGHTS
2026
Journal article
GenMix: Effective data augmentation with generative diffusion model image editing
DOI: 10.1016/j.eswa.2026.1322732026
Journal article
Large Language Models for Computer-Aided Design: A Survey
DOI: 10.1145/37874992026
Journal article
Prompt-guided selective frequency network for real-world scene text image super-Resolution
DOI: 10.1016/j.patcog.2025.1129742026
Journal article
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection
DOI: 10.1016/j.isprsjprs.2026.02.0192023
Research grants (ARC, NHMRC, MRFF)
Glass-Box Deep Machine Perception for Trustworthy Artificial Intelligence
2023
Research grants (other domestic)
Glass-Box Deep Machine Perception for Trustworthy Artificial Intelligence
2023
Research contracts (non-grants)
Enabling Glass-Box Deep Machine Perception
RECENT SCHOLARLY WORKS
2026
Journal article
Embodied intelligence for 3D understanding: A survey on 3D Scene question answering
DOI: 10.1016/j.inffus.2025.1036242026
Journal article
On the fairness, diversity and reliability of text-to-image generative models
DOI: 10.1007/s10462-025-11424-22026
Journal article
Efficient Point Cloud Processing with High-Dimensional Positional Encoding and Non-Local MLPs
DOI: 10.1109/TPAMI.2026.36658722026
Book Chapter
Attention-Guided Vector Quantized Variational Autoencoder for Brain Tumor Segmentation
DOI: 10.1007/978-3-032-04927-8_72026
Journal article
Multi-modal Shape Encoding for 3D Object Detection
DOI: 10.1109/tase.2026.36827842026
Journal article
Monocular Multi-Object 3D Visual Language Tracking
DOI: 10.1109/TIP.2026.3661407