156 citations
- Amazon (United States)US12 papers
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4 papers · 1 filter
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision
Junaid Ali, Matthaeus Kleindessner, Florian Wenzel +3
We propose a novel taxonomy for bias evaluation of discriminative foundation models, such as Contrastive Language-Pretraining (CLIP), that are used for labeling tasks. We then syst…
Introducing the Condor Array Telescope. II. Deep imaging observations of the edge-on spiral galaxy NGC 5907 and the NGC 5866 Group: yet another view of the iconic stellar stream
Kenneth M. Lanzetta, Stefan Gromoll, Michael M. Shara +6
We used the Condor Array Telescope to obtain deep imaging observations through the luminance filter of the entirety of the NGC 5866 Group, including a very extended region surround…
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data
Vladislav Lialin, Stephen Rawls, David Chan +3
Scaling up weakly-supervised datasets has shown to be highly effective in the image-text domain and has contributed to most of the recent state-of-the-art computer vision and multi…
A Comprehensive Review of Modern Object Segmentation Approaches
Yuanbo Wang, Unaiza Ahsan, Hanyan Li +1
Image segmentation is the task of associating pixels in an image with their respective object class labels. It has a wide range of applications in many industries including healthc…