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PaperCodeReview

Custom implementation of algorithms or architectures in papers. Reviews of papers are in the link below.

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  1. MoCo-TF MoCo-TF Public

    TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Baselines with Momentum Contrastive Learning, 2020).

    Python 27 4

  2. SimSiam-TF SimSiam-TF Public

    TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)

    Python 15 6

  3. PixPro-TF PixPro-TF Public

    TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).

    Python 7 1

  4. SupCL-TF SupCL-TF Public

    TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).

    Python 3 2

  5. DETR-TF DETR-TF Public

    TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).

    Python 3

  6. BarlowTwins-TF BarlowTwins-TF Public

    TF 2.x implementation of BarlowTwins (Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021)

    Python 3 3

Repositories

Showing 10 of 11 repositories
  • UDA-TF Public

    TF 2.x implementation of UDA (Unsupervised Data Augmentation for Consistency Training, 2019).

    PaperCodeReview/UDA-TF’s past year of commit activity
    1 MIT 0 0 0 Updated Jul 6, 2021
  • PixPro-TF Public

    TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).

    PaperCodeReview/PixPro-TF’s past year of commit activity
    Python 7 1 0 0 Updated Jun 21, 2021
  • SimSiam-TF Public

    TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)

    PaperCodeReview/SimSiam-TF’s past year of commit activity
    Python 15 MIT 6 1 0 Updated Jun 21, 2021
  • BarlowTwins-TF Public

    TF 2.x implementation of BarlowTwins (Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021)

    PaperCodeReview/BarlowTwins-TF’s past year of commit activity
    Python 3 3 0 0 Updated Mar 14, 2021
  • MoCo-TF Public

    TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Baselines with Momentum Contrastive Learning, 2020).

    PaperCodeReview/MoCo-TF’s past year of commit activity
    Python 27 MIT 4 2 0 Updated Feb 4, 2021
  • CSKD-TF Public

    TF2.x implementation of CS-KD (Regularizing Class-wise Predictions via Self-knowledge Distillation, CVPR 2020).

    PaperCodeReview/CSKD-TF’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Jan 25, 2021
  • Issues Public
    PaperCodeReview/Issues’s past year of commit activity
    0 0 0 0 Updated Jan 20, 2021
  • KD-TF Public

    TF 2.x implementation of Knowledge Distillation (Distilling the Knowledge in a Neural Network, NIPS 2014 Deep Learning Workshop)

    PaperCodeReview/KD-TF’s past year of commit activity
    Python 2 0 0 0 Updated Oct 29, 2020
  • SupCL-TF Public

    TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).

    PaperCodeReview/SupCL-TF’s past year of commit activity
    Python 3 MIT 2 0 0 Updated Oct 4, 2020
  • RegNet-TF Public

    TF 2.x implementation of RegNet (Designing Network Design Spaces, CVPR 2020).

    PaperCodeReview/RegNet-TF’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Oct 1, 2020
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