Author

Marko Haralović

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Preprint Aug 2026

When Adaptation Hurts: Connecting Representational Drift to OOD Failures in MedSAM Fine-Tuning

This work systematically examines how MedSAM generalizes across diverse medical imaging benchmarks, with six adaptation strategies: full-model and encoder-only LoRA, shallow and deep visual prompt tuning (VPT), and decoder-only and full fine-tuning, and concludes that robust MedSAM adaptation requires the combined cons...

Marko Haralović, Sounic Akkaraju, Carlo Baretta et al. · 1 citation · ⚡1

#natural language process... Preprint Sep 2026

CrisisKD: Five-Stage Knowledge Distillation for Aspect-Level Sentiment and Emotion Analysis in Crisis Discourse

CrisisKD, a five-stage teacher--student knowledge distillation framework for aspect-level sentiment and emotion analysis on unannotated social media data, is proposed and a dataset containing 50,615 aspect-level labels is constructed and released.

Marko Haralović, Onat Akça, Salih Eren Yücetürk et al. · 0 citations

#small language model Preprint Aug 2026

G3Ego: Gaze-Guided Graphs for Egocentric Action Understanding

G3Ego, a graph-based framework for egocentric action understanding that uses gaze as a structural cue to identify action-relevant entities in the scene, achieves competitive performance compared with video-based approaches and consistently improves Macro-F1 under class-imbalanced evaluation, while avoiding reliance on...

Marko Haralović, Akash Ramakrishnan, E. T. Martínez · 0 citations