Update README.md

README.md

@@ -21,7 +21,7 @@ It was trained on the *LaMem dataset* to predict image memorability scores.
 
 Visual perceptual tasks, such as image memorability prediction, aim to estimate how humans perceive and interpret images. Unlike objective tasks (e.g., object recognition), these tasks rely on subjective human judgment, making labeled data scarce.
 
-Our approach leverages *CLIP* as a prior for perceptual tasks, inspired by cognitive research showing that CLIP correlates well with human judgment. This suggests that CLIP implicitly captures human biases, emotions, and preferences. We fine-tune CLIP minimally using *LoRA* to adapt it to each specific task.
+Our approach leverages *CLIP* as a prior for perceptual tasks, inspired by cognitive research showing that CLIP correlates well with human judgment. This suggests that CLIP implicitly captures human biases, emotions, and preferences. We fine-tune CLIP minimally using LoRA and incorporate an MLP head to adapt it to each specific task.
 
 ## Training Details