5 citations · 11 across the 12 of their papers we have counts for
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cs.CV2023★ 1 cited
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies
Ligong Han, Seungwook Han, Shivchander Sudalairaj +8
Transformations based on domain expertise (expert transformations), such as random-resized-crop and color-jitter, have proven critical to the success of contrastive learning techni…
cs.CV2022
Grafting Vision Transformers
Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim +3
Vision Transformers (ViTs) have recently become the state-of-the-art across many computer vision tasks. In contrast to convolutional networks (CNNs), ViTs enable global information…