Dr Basim Azam
Research Fellow
School of Computing and Information Systems
34 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
A novel neuron efficiency metric for enhancing deep neural network pruning
DOI: 10.1007/s00521-026-11855-02026
Book Chapter
Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment
DOI: 10.1007/978-3-032-37189-8_312026
Book Chapter
PhenoLeaf-TS: A Time-Series Benchmark for Leaf Instance Segmentation, Tracking, and Growth Stage Classification
DOI: 10.1007/978-3-032-37359-5_232026
Book Chapter
HSFM: Hard-Set-Guided Feature-Space Meta-learning for Robust Classification Under Spurious Correlations
DOI: 10.1007/978-3-032-37531-5_12026
Journal article
Unified graph-based framework for visual explainability in convolutional neural networks
DOI: 10.1016/j.ins.2025.1226482025
Conference Proceedings
DDB: Diffusion Driven Balancing to Address Spurious Correlations
DOI: 10.1109/iccv51701.2025.016282025
Journal article
Adaptive feature extraction and attention-based segmentation network for remote sensing imagery
DOI: 10.1016/j.rsase.2025.101679
RECENT SCHOLARLY WORKS
2025
Journal article
A Novel Non-iterative Training Method for CNN Classifiers Using Gram–Schmidt Process
DOI: 10.1007/s11063-025-11741-12025
Conference Proceedings
Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control
DOI: 10.1109/cvpr52734.2025.002832025
Journal article
RSVMamba for Tree Species Classification Using UAV RGB Remote Sensing Images
DOI: 10.1109/TGRS.2025.3533019