175 citations · 175 across the 4 of their papers we have counts for
5 papers
Accelerating Wildfire Hazard Mapping Across Canada with an AI Surrogate Modelling Framework
Hager Radi Abdelwahed, Toluwaleke Olutayo, Chirag Goel +7
Canada's increasing wildfire activity requires frequent national hazard mapping to guide proactive mitigation, including fuel management, land-use planning, infrastructure protecti…
CLIP Is Shortsighted: Paying Attention Beyond the First Sentence
Marc-Antoine Lavoie, Anas Mahmoud, Aldo Zaimi +2
CLIP models learn transferable multi-modal features via image-text contrastive learning on internet-scale data. They are widely used in zero-shot classification, multi-modal retrie…
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset
Akshatha Arodi, Margaux Luck, Jean-Luc Bedwani +5
Machine learning models are increasingly being deployed in real-world contexts. However, systematic studies on their transferability to specific and critical applications are under…
Advanced atom-level representations for protein flexibility prediction utilizing graph neural networks
Sina Sarparast, Aldo Zaimi, Maximilian Ebert +1
Protein dynamics play a crucial role in many biological processes and drug interactions. However, measuring, and simulating protein dynamics is challenging and time-consuming. Whil…
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks
Aldo Zaimi, Maxime Wabartha, Victor Herman +3
Segmentation of axon and myelin from microscopy images of the nervous system provides useful quantitative information about the tissue microstructure, such as axon density and myel…