297 citations · 300 across the 7 of their papers we have counts for
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cs.CV2024★ 2 cited
Frozen Feature Augmentation for Few-Shot Image Classification
Andreas Bär, Neil Houlsby, Mostafa Dehghani +1
Training a linear classifier or lightweight model on top of pretrained vision model outputs, so-called 'frozen features', leads to impressive performance on a number of downstream…
cs.CV2023
How (not) to ensemble LVLMs for VQA
Lisa Alazraki, Lluis Castrejon, Mostafa Dehghani +3
This paper studies ensembling in the era of Large Vision-Language Models (LVLMs). Ensembling is a classical method to combine different models to get increased performance. In the…