207 citations · 410 across the 15 of their papers we have counts for
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CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation
Matthew Keaton, Ram Zaveri, Gianfranco Doretto
Automated cellular instance segmentation is a process utilized for accelerating biological research for the past two decades, and recent advancements have produced higher quality r…
Learning Representations for Masked Facial Recovery
Zaigham Randhawa, Shivang Patel, Donald Adjeroh +1
The pandemic of these very recent years has led to a dramatic increase in people wearing protective masks in public venues. This poses obvious challenges to the pervasive use of fa…
Joint Discriminative and Metric Embedding Learning for Person Re-Identification
Sinan Sabri, Zaigham Randhawa, Gianfranco Doretto
Person re-identification is a challenging task because of the high intra-class variance induced by the unrestricted nuisance factors of variations such as pose, illumination, viewp…
FUSSL: Fuzzy Uncertain Self Supervised Learning
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Self supervised learning (SSL) has become a very successful technique to harness the power of unlabeled data, with no annotation effort. A number of developed approaches are evolvi…
Deep Active Ensemble Sampling For Image Classification
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Conventional active learning (AL) frameworks aim to reduce the cost of data annotation by actively requesting the labeling for the most informative data points. However, introducin…