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Islam Nassar

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ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning

Mar 22, 2023
Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari

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LAVA: Label-efficient Visual Learning and Adaptation

Oct 19, 2022
Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari

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Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation

Jun 11, 2021
Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi

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All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training

Apr 12, 2021
Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray Buntine, Gholamreza Haffari

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