no code implementations • 28 May 2024 • Abrar Fahim, Alex Murphy, Alona Fyshe
We present evidence that attributes this contrastive gap to low uniformity in CLIP space, resulting in embeddings that occupy only a small portion of the latent space.
1 code implementation • 16 Jun 2022 • Abrar Fahim, Mohammed Eunus Ali, Muhammad Aamir Cheema
We achieve the above edge by formulating a multi-objective custom loss function that does not need ground truth labels to quantify the quality of a given data-space partition, making it entirely unsupervised.