Arkananta@syauqi-nabil-tasri

Research · Works in progress

Works in progress

Ongoing research. Methods, ablations, and writeups still in motion.

Jun 2026Personal

Hessian-Guided Feature Injection in U-Net for Nucleus Instance Segmentation

Nucleus instance segmentation in H&E histopathology images using Hessian-derived Morse critical points as structured geometric input features.

Hessian MatricesTopological PriorSaddle PointInstance SegmentationU-Net

Apr 2026Personal

NH-LoRA: Future-Aware Structural Expansion of Low-Rank Adapters for Rehearsal-Free Class-Incremental Learning

A future-aware continual learning method that treats LoRA capacity as a structural decision, not a fixed adapter budget.

PyTorchNeuromorphicCILViTArchitecture Experiment