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cs.CV2022★ 16 cited
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
Omiros Pantazis, Gabriel Brostow, Kate Jones +1
Vision-language models such as CLIP are pretrained on large volumes of internet sourced image and text pairs, and have been shown to sometimes exhibit impressive zero- and low-shot…
cs.CV2022
Matching Multiple Perspectives for Efficient Representation Learning
Omiros Pantazis, Mathew Salvaris
Representation learning approaches typically rely on images of objects captured from a single perspective that are transformed using affine transformations. Additionally, self-supe…