نتائج البحث - "Malihi, Leila"

1

Report

Exploring the Properties and Evolution of Neural Network Eigenspaces during Training

المؤلفون: Richter, Mats L., Malihi, Leila, Windler, Anne-Kathrin Patricia, Krumnack, Ulf

مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

URL الوصول: http://arxiv.org/abs/2106.09526

View record in Arxiv

2

Academic Journal

Efficient and Controllable Model Compression through Sequential Knowledge Distillation and Pruning

المؤلفون: Malihi, Leila, Heidemann, Gunther

مصطلحات موضوعية: knowledge distillation, teacher, student, model compression, parameter, pruning, ddc:150, ddc:004

وصف الملف: application/pdf

Relation: https://doi.org/10.3390/bdcc7030154; https://doi.org/10.48693/517; Malihi L, Heidemann G.: Efficient and Controllable Model Compression through Sequential Knowledge Distillation and Pruning. Big Data and Cognitive Computing. 2023; 7(3):154.; https://osnadocs.ub.uni-osnabrueck.de/bitstream/ds-2024022810921/1/Malihi_Heidemann_BDCC-07-00154_2023.pdf

الاتاحة: https://doi.org/10.48693/517
https://doi.org/10.3390/bdcc7030154
https://osnadocs.ub.uni-osnabrueck.de/bitstream/ds-2024022810921/1/Malihi_Heidemann_BDCC-07-00154_2023.pdf

View record in BASE

3

Conference

An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg Ulcers

المؤلفون: Hüsers, Jens, Moelleken, Maurice, Richter, Mats L., Przysucha, Mareike, Malihi, Leila, Busch, Dorothee, Götz, Nina-Alexandra, Heggemann, Jan, Hafer, Guido, Wiemeyer, Stefan, Babitsch, Birgit, Heidemann, Gunther, Dissemond, Joachim, Erfurt-Berge, Cornelia, Hübner, Ursula Hertha

مصطلحات موضوعية: ddc:610

وصف الملف: application/pdf

Relation: https://opus.hs-osnabrueck.de/frontdoor/index/index/docId/3573; urn:nbn:de:bsz:959-opus-35738; https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-35738; https://doi.org/10.3233/SHTI220397; https://opus.hs-osnabrueck.de/files/3573/Image_Based.pdf

الاتاحة: https://opus.hs-osnabrueck.de/frontdoor/index/index/docId/3573
https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-35738
https://doi.org/10.3233/SHTI220397
https://opus.hs-osnabrueck.de/files/3573/Image_Based.pdf

View record in BASE

4

Academic Journal

Matching the Ideal Pruning Method with Knowledge Distillation for Optimal Compression.

المؤلفون: Malihi, Leila, Heidemann, Gunther

المصدر: Applied System Innovation (ASI); Aug2024, Vol. 7 Issue 4, p56, 17p

5

Academic Journal

Automatic Classification of Wound Images Showing Healing Complications: Towards an Optimised Approach for Detecting Maceration.

المؤلفون: DÜHRKOOP, Eric, MALIHI, Leila, ERFURT-BERGE, Cornelia, HEIDEMANN, Gunther, PRZYSUCHA, Mareike, BUSCH, Dorothee, HÜBNER, Ursula

المصدر: Studies in Health Technology & Informatics; 2024, Vol. 317, p347-355, 9p

6

Academic Journal

Single stuck-at-faults detection using test generation vector and deep stacked-sparse-autoencoder

المؤلفون: Malihi, Leila, Malihi, Razieh

المساهمون: Shahid Chamran University of Ahvaz

المصدر: SN Applied Sciences ; volume 2, issue 10 ; ISSN 2523-3963 2523-3971

الاتاحة: http://dx.doi.org/10.1007/s42452-020-03460-0
https://link.springer.com/content/pdf/10.1007/s42452-020-03460-0.pdf
https://link.springer.com/article/10.1007/s42452-020-03460-0/fulltext.html

View record in BASE

7

Academic Journal

Can Synthetic Images Improve CNN Performance in Wound Image Classification?

المؤلفون: MALIHI, Leila, HÜBNER, Ursula, RICHTER, Mats L., MOELLEKEN, Maurice, PRZYSUCHA, Mareike, BUSCH, Dorothee, HEGGEMANN, Jan, HAFER, Guido, WIEMEYER, Stefan, HEIDEMANN, Gunther, DISSEMOND, Joachim, ERFURT-BERGE, Cornelia, BARKHAU, Carlotta, HENDRIKS, Achim, HÜSERS, Jens

المصدر: Studies in Health Technology & Informatics; 2023, Vol. 302, p927-931, 5p, 2 Charts

8

Academic Journal

Analyzing the Inference Process in Deep Convolutional Neural Networks using Principal Eigenfeatures, Saturation and Logistic Regression Probes.

المؤلفون: Richter, Mats Leon, Malihi, Leila, Windler, Anne-Kathrin Patricia, Krumnack, Ulf

المصدر: Journal of Applied Research in Electrical Engineering; Winter/Spring2023, Vol. 2 Issue 1, p1-10, 10p

مصطلحات موضوعية: CONVOLUTIONAL neural networks, LOGISTIC regression analysis, NEURAL circuitry, TOPOLOGY, INDUSTRIAL efficiency

9

Academic Journal

Automatic Wound Type Classification with Convolutional Neural Networks.

المؤلفون: MALIHI, Leila, HÜSERS, Jens, RICHTER, Mats L., MOELLEKEN, Maurice, PRZYSUCHA, Mareike, BUSCH, Dorothee, HEGGEMANN, Jan, HAFER, Guido, WIEMEYER, Stefan, HEIDEMANN, Gunther, DISSEMOND, Joachim, ERFURT-BERGE, Cornelia, HÜBNER, Ursula

المصدر: Studies in Health Technology & Informatics; 2022, Vol. 295, p281-284, 4p, 1 Color Photograph, 1 Chart

10

Conference

Malaria parasite detection in giemsa-stained blood cell images

المؤلفون: Malihi, Leila, Ansari-Asl, Karim, Behbahani, Abdolamir

المصدر: 2013 8th Iranian Conference on Machine Vision and Image Processing (MVIP) ; page 360-365

الاتاحة: http://dx.doi.org/10.1109/iranianmvip.2013.6780011
http://xplorestaging.ieee.org/ielx7/6755861/6779938/06780011.pdf?arnumber=6780011

View record in BASE

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