Robust UDA for Crop and Weed Segmentation: Multi-scale Attention and Style-Adaptive Techniques. - Numair Nadeem; Muhammad Hamza Asad; Abdul Bais (ECCV Workshops (3), 2024)

MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking. - Numair Nadeem; Muhammad Hamza Asad; Saeed Anwar; Abdul Bais (CVPR Workshops, 2025)

HierVL: Semi-Supervised Segmentation leveraging Hierarchical Vision-Language Synergy with Dynamic Text-Spatial Query Alignment. - Numair Nadeem; Saeed Anwar; Muhammad Hamza Asad; Abdul Bais (CoRR, 2025)