5 papers · 1 filter
Multi-Scale Visual Prompting for Lightweight Small-Image Classification
Salim Khazem
Visual prompting has recently emerged as an efficient strategy to adapt vision models using lightweight, learnable parameters injected into the input space. However, prior work mai…
BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models
Ludovic Arnould, Salim Khazem, Hugues Ali Mehenni
Visual Language Models (VLMs) are now sufficiently advanced to support a broad range of applications, including answering complex visual questions, and are increasingly expected to…
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification
Salim Khazem, Jeremy Fix, Cédric Pradalier
Deep learning models have achieved significant success in various image related tasks. However, they often encounter challenges related to computational complexity and overfitting.…
PoTATO: A Dataset for Analyzing Polarimetric Traces of Afloat Trash Objects
Luis Felipe Wolf Batista, Salim Khazem, Mehran Adibi +2
Plastic waste in aquatic environments poses severe risks to marine life and human health. Autonomous robots can be utilized to collect floating waste, but they require accurate obj…
Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation
Salim Khazem, Jeremy Fix, Cédric Pradalier
The quality of a wood log in the wood industry depends heavily on the presence of both outer and inner defects, including inner knots that are a result of the growth of tree branch…