Author

T. K. Stevik

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Review Open access Nov 2026

Implementing Collaboration in Construction Projects: A Dual-Layered Framework for Practice

Collaboration is widely acknowledged as essential for project success; however, its structured implementation across project phases remains poorly understood. Existing research emphasizes principles such as trust and governance but offers limited guidance on translating them into operational practices. This study aim...

A. Shiferaw, Mathew Azarian, T. K. Stevik · Journal of Management in Eng... · 0 citations

#machine learning Preprint Aug 2026

Towards Continual Test-Time Adaptation of Vision-Language Models in Open-Vocabulary Semantic Segmentation

Diversify, Anchor, and Filter (DAF), a stabilization framework that augments entropy-based adaptation with a marginal diversity loss that resists collapse, a cross-modal anchor consistency loss that constrains feature drift relative to a frozen source model, and feature salience filtering that skips low-value backward...

Chandler Timm C. Doloriel, Yun-Bei Zhang, Sarthak Kumar Maharana et al. · 0 citations

#machine learning Preprint Aug 2026

Continual Test-Time Adaptation via Entropy Sensitivity-Guidance in Strict Online Setting

Sensitivity-Guided Erasing Adaptation (SEGA) is introduced, a method for strict online continual TTA (CTTA) on corruption-style streams that yields consistent robustness and stability gains over strong CTTA baselines while reducing backward passes through sensitivity-based gating.

Chandler Timm C. Doloriel, Yun-Bei Zhang, M. Siddiqui et al. · 0 citations