Serdar Erişen | Research Projects

Project pages for attention-based computer vision models, semantic segmentation, domain adaptation, and lightweight public research libraries.

CVPR Workshops 2024 Segmentation

SERNet-Former

SERNet-Former project page for efficient segmentation models based on attention-boosting gates, attention-boosting modules, and attention-fusion networks.

Open SERNet-Former
IEEE Access 2025 Dense Predictions

SERNet-Former v2

Article page for Efficient Segmentation Using Attention-Fusion Modules With Dense Predictions, IEEE Access, 2025.

Open SERNet-Former v2
Pattern Recognition 2026 NeuroFuser

NeuroFuser

Paper and presentation page for resource-aware neuromodulation of multi-scale fusion attention for domain-adaptive semantic segmentation.

Open NeuroFuser
PyPI NeuroFixer

NeuroFixer

Lightweight PyTorch library for NeuroFuser Basic, reusable attention-fusion modules, and community-contributed attention heads.

Open NeuroFixer