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Author

Zakaria Laskar

2 papers indexed here

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#machine learning Preprint Sep 2026

Extremely Fast and Compact Binary Graph Representations via Randomized Operator Sketching

Graph neural networks typically rely on dense, floating-point node representations, which can impose substantial memory and computational costs. Binary graph hashing offers an alternative by encoding node information as compact bit strings. However, existing approaches either sacrifice global topological information fo...

Srajan Agarwal, P. Megha, Bikas C. Das et al. · 0 citations
Preprint Aug 2026

MV2: Multi-View Multi-Vehicle Driving Dataset for Novel View Synthesis

benchmarking recent NVS and camera pose estimation methods shows that NVS performance degrades with increasing viewpoint disparity, and that feed-forward pose estimators notably lag behind optimization-based approaches, highlighting MV2 as a rigorous testbed for NVS in driving.

Sanjay Bhargav Dharavath, Hanvitha Saraswathi Mukkamala, F. Khan et al. · 0 citations

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