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  2. Accepted in 11th IMA International Conference on Mathematics in ...

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/NGK/Singh-1702.03345-IMA_Math_in_SP_2016.pdf
    28 Dec 2018: The test set generalization error of the proposed DeepDTCWT multi-resolution scattering network is reported oneach Dataset (Table. ... 3.1. US Postal Service Dataset. The US postal service dataset consists of two-dimensionalstructured grayscale image
  3. To Appear in the 27th IEEE International Workshop on ...

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/NGK/Singh-1708.09212-MLSP_2017.pdf
    28 Dec 2018: CIFAR-10 containsa total of 50000 training and 10000 test images each of size32 32. ... Finally, in orderto test the optimality of the filter sizes, the L3 and L4 layerswere also trained with sL3=3 and sL4=3.
  4. GENERATIVE SCATTERNET HYBRID DEEP LEARNING (G-SHDL) NETWORK…

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/NGK/Singh-1802.03374-ICASSP_2018.pdf
    28 Dec 2018: The results are pre-sented for 5-fold cross-validation for both datasets randomlysplit into 45% training, 15% validation and 40% test imagesfor each fold. ... The full test set was used for all experiment. Table 4.
  5. To Appear in the IEEE International Conference on Computer ...

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/NGK/Singh-1708.09259-ICCV_Workshop_2017.pdf
    28 Dec 2018: Datasets. The CIFAR-10 [13] dataset contains a total of 50000training and 10000 test images of size 3232. ... The classification error on this dataset ismeasured on 3 randomly generated splits of training andtest data, so that each split contains 30
  6. Accepted in 42nd IEEE International Conference on Acoustics, Speech…

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/NGK/Singh-1702.03267-ICASSP_2017.pdf
    28 Dec 2018: Each dataset contains a total of 50000 trainingand 10000 test images of size 32 32 equally divided be-tween the classes.
  7. Chapter 1

    www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/BIA23/BAYESIAN_MODELLING_FOR_INCLUSIVE_DESIGN_UNDER_HEALTH_AND_SITUATIONAL_INDUCED_IMPAIRMENTS_AN_OVERVIEW_.pdf
    23 Mar 2018: disability. We reported preliminary tests of this assumption, providing. promising results.

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