3 papers
cs.CV2026
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…
cs.CV2024
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…
cs.LG2024
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…