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Researcher profile

Mohammadreza Salehi

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges

    2021 · arXiv (Cornell University)

    Machine learning models often encounter samples that are diverged from the training distribution. Failure to recognize an out-of-distribution (OOD) sample, and consequently assign that sample to an in-class label significantly compromises the reliability of a …

  2. Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations

    2023 · arXiv (Cornell University)

    Spatially dense self-supervised learning is a rapidly growing problem domain with promising applications for unsupervised segmentation and pretraining for dense downstream tasks. Despite the abundance of temporal data in the form of videos, this information-rich …