Search Results - Papyan, Vardan

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  1. 1
    Convolutional Dictionary Learning via Local Processing

    Convolutional Dictionary Learning via Local Processing by Papyan, Vardan, Romano, Yaniv, Sulam, Jeremias, Elad, Michael

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  2. 2
    Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video

    Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video by Pangal, Dhiraj J., Kugener, Guillaume, Zhu, Yichao, Sinha, Aditya, Unadkat, Vyom, Cote, David J., Strickland, Ben, Rutkowski, Martin, Hung, Andrew, Anandkumar, Animashree, Han, X. Y., Papyan, Vardan, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A.

    Published in Scientific reports
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  3. 3
    Multi-Scale Patch-Based Image Restoration

    Multi-Scale Patch-Based Image Restoration by Papyan, Vardan, Elad, Michael

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  4. 4
    Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding

    Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding by Papyan, Vardan, Sulam, Jeremias, Elad, Michael

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  5. 5
    Prevalence of neural collapse during the terminal phase of deep learning training

    Prevalence of neural collapse during the terminal phase of deep learning training by Papyan, Vardan, Han, X. Y., Donoho, David L.

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  6. 6
    Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

    Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning by Sulam, Jeremias, Papyan, Vardan, Romano, Yaniv, Elad, Michael

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  7. 7
    Multimodal latent variable analysis

    Multimodal latent variable analysis by Papyan, Vardan, Talmon, Ronen

    Published in Signal processing
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  8. 8
    Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

    Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning by Sulam, Jeremias, Papyan, Vardan, Romano, Yaniv, Elad, Michael

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  9. 9
    AI and the Digitized Photoarchive

    AI and the Digitized Photoarchive by Prokop, Ellen, Han, X.Y., Papyan, Vardan, Donoho, David L., Johnson, C. Richard

    Published in Art documentation
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  10. 10
    AI and the Digitized Photoarchive: Promoting Access and Discoverability

    AI and the Digitized Photoarchive: Promoting Access and Discoverability by Prokop, Ellen, Han, X.Y., Papyan, Vardan, Donoho, David L., Johnson, C. Richard

    Published in Art documentation
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  11. 11
    Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications

    Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications by Kugener, Guillaume, Pangal, Dhiraj J, Cardinal, Tyler, Collet, Casey, Lechtholz-Zey, Elizabeth, Lasky, Sasha, Sundaram, Shivani, Markarian, Nicholas, Zhu, Yichao, Roshannai, Arman, Sinha, Aditya, Han, X Y, Papyan, Vardan, Hung, Andrew, Anandkumar, Animashree, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A

    Published in JAMA network open
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  12. 12
    Automatic Assessment of Surgical Performance Using Intraoperative Video and Deep Learning: A Comparison with Expert Surgeon Video Review

    Automatic Assessment of Surgical Performance Using Intraoperative Video and Deep Learning: A Comparison with Expert Surgeon Video Review by Pangal, Dhiraj J., Kugener, Guillaume, Zhu, Yichao, Sinha, Aditya, Unadkat, Vyom, Cote, David J., Roshannai, Arman, Strickland, Ben, Rutkowski, Martin, Hung, Andrew, Anandkumar, Animashree, Han, X. Y., Papyan, Vardan, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A.

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  13. 13
    Linguistic Collapse: Neural Collapse in (Large) Language Models

    Linguistic Collapse: Neural Collapse in (Large) Language Models by Wu, Robert, Papyan, Vardan

    Published in arXiv.org
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  14. 14
    OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition

    OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition by Zhang, Stephen, Papyan, Vardan

    Published in arXiv.org
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  15. 15
    Sparsest Models Elude Pruning: An Exposé of Pruning's Current Capabilities

    Sparsest Models Elude Pruning: An Exposé of Pruning's Current Capabilities by Zhang, Stephen, Papyan, Vardan

    Published in arXiv.org
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  16. 16
    Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra

    Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra by Papyan, Vardan

    Published in arXiv.org
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  17. 17
    The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size

    The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size by Papyan, Vardan

    Published in arXiv.org
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  18. 18
    Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians

    Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians by Papyan, Vardan

    Published in arXiv.org
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  19. 19
    Pushing Boundaries: Mixup's Influence on Neural Collapse

    Pushing Boundaries: Mixup's Influence on Neural Collapse by Fisher, Quinn, Meng, Haoming, Papyan, Vardan

    Published in arXiv.org
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  20. 20
    Breach By A Thousand Leaks: Unsafe Information Leakage in `Safe' AI Responses

    Breach By A Thousand Leaks: Unsafe Information Leakage in `Safe' AI Responses by Glukhov, David, Han, Ziwen, Shumailov, Ilia, Papyan, Vardan, Papernot, Nicolas

    Published in arXiv.org
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