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Author

Rabab Abdelfattah

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Open access Oct 2026

DyGRAV: Dynamic Grounding and Relational Reasoning for Vision–Language Navigation

Vision–Language Navigation (VLN) requires embodied agents to interpret natural-language instructions in 3D environments. While significant progress has been made, state-of-the-art agents often struggle with instructions that demand fine-grained visual understanding, correctly grounding specific object attributes, disti...

Zain Chaudhary, Zohaib Chaudhary, Hammad Ahmed et al. · 0 citations
Review Open access Oct 2026

Gaussian Splatting for real-time scene reconstruction: Methods, systems, and trade-offs

This survey synthesizes current literature, categorize them and provides a connection of current approaches and tools towards an end-to-end pipeline, and categorizes GS scene reconstruction into five overlapping families: single-shot generation, dynamic representations, efficiency and compression, streaming and immersi...

Ashim Dahal, Rabab Abdelfattah, Nick Rahimi · 0 citations
Open access Aug 2026

Smarter Chemical Oxygen Demand (COD) Prediction in Urban Wastewater Treatment Based on Post-Hoc Residual-Correction: A Comparative Machine Learning Analysis

The proposed Post-Hoc Residual Correction (PHRC) framework is presented and its performance against various ML models in predicting the effluent chemical oxygen demand (E-COD) of an urban sewage WWTP is evaluated.

Rabab Abdelfattah, M. Zagho, Sajim Ahmed et al. · 0 citations
Preprint Aug 2026

Outcome Monitors: Recovery Affordances for Silent Tool Failures

Outcome Monitors, which detect violations of outcome contracts mined from task-disjoint traces or derived from public schemas, are introduced, which detect violations of outcome contracts mined from task-disjoint traces or derived from public schemas.

Sugam Panthi, Rabab Abdelfattah · 2 citations

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