Alireza Ganjdanesh

Alireza Ganjdanesh

CS Ph.D. Student at University of Maryland, College Park

Publications

    Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
    Alireza Ganjdanesh, Shangqian Gao, Heng Huang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2024.
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    Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold
    Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang
    The Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024.
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    EffConv Efficient Learning of Kernel Sizes for Convolution Layers of CNNs
    Alireza Ganjdanesh, Shangqian Gao, Heng Huang
    The Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023.
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    Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps
    Alireza Ganjdanesh, Shangqian Gao, Heng Huang
    European Conference on Computer Vision ECCV 2022.
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    Multi-modal Genotype and Phenotype Mutual Learning to Enhance Single-Modal Input Based Longitudinal Outcome Prediction
    Alireza Ganjdanesh, Jipeng Zhang, Wei Chen, Heng Huang
    International Conference on Research in Computational Molecular Biology RECOMB 2022.
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    LONGL-Net temporal correlation structure guided deep learning model to predict longitudinal age-related macular degeneration severity
    Alireza Ganjdanesh, Jipeng Zhang, Emily Y. Chew, Ying Ding, Heng Huang, Wei Chen
    Proceedings of the National Academy of Sciences, PNAS Nexus 2022.
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    Predicting potential propensity of adolescents to drugs via new semi-supervised deep ordinal regression model
    Alireza Ganjdanesh, Kamran Ghasedi, Liang Zhan, Weidong Cai, Heng Huang
    International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2020.
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