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cs.CV2023
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling
Leander van den Heuvel, Gertjan Burghouts, David W. Zhang +2
For object detection, it is possible to view the prediction of bounding boxes as a reverse diffusion process. Using a diffusion model, the random bounding boxes are iteratively ref…
cs.DS2023
Sorting from Crowdsourced Comparisons using Expert Verifications
Ellen Vitercik, Manolis Zampetakis, David Zhang
We introduce a novel noisy sorting model motivated by the Just Noticeable Difference (JND) model from experimental psychology. The goal of our model is to capture the low quality o…