Skip to content
@maple-research-lab

Lab for MAchine Perception and LEarning (MAPLE)

Popular repositories Loading

  1. AdCo AdCo Public

    AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

    Python 162 19

  2. AET AET Public

    Auto-Encoding Transformations (AETv1), CVPR 2019

    Python 106 28

  3. EnAET EnAET Public

    EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning

    Python 81 6

  4. CLSA CLSA Public

    official implemntation for "Contrastive Learning with Stronger Augmentations"

    Python 58 14

  5. CapProNet-Pytorch CapProNet-Pytorch Public

    Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018

    Python 33 10

  6. glsgan-gp glsgan-gp Public

    Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN) in PyTorch with gradient penalty, including both LS-GAN and WGAN as special cases.

    Python 30 5

Repositories

Showing 10 of 21 repositories
  • CaCo Public

    CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

    maple-research-lab/CaCo’s past year of commit activity
    Python 17 MIT 2 0 0 Updated Mar 10, 2024
  • EnAET Public

    EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning

    maple-research-lab/EnAET’s past year of commit activity
    Python 81 MIT 6 0 2 Updated Oct 25, 2023
  • AdPE Public

    code for "AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+"

    maple-research-lab/AdPE’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Mar 28, 2023
  • AdCo Public

    AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

    maple-research-lab/AdCo’s past year of commit activity
    Python 162 MIT 19 0 0 Updated Mar 14, 2023
  • CLSA Public

    official implemntation for "Contrastive Learning with Stronger Augmentations"

    maple-research-lab/CLSA’s past year of commit activity
    Python 58 MIT 14 0 0 Updated Aug 2, 2021
  • WCP Public

    Source code for "WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning" in CPVR 2020.

    maple-research-lab/WCP’s past year of commit activity
    Python 23 5 1 1 Updated Jul 22, 2020
  • graph-ter Public

    GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations, in Proceedings of IEEE/CVF Conferences on Computer Vision and Pattern Recognition (CVPR 2020)

    maple-research-lab/graph-ter’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Apr 13, 2020
  • TrGAN Public

    Transformation GAN for Unsupervised Image Synthesis and Representation Learning, in Proceedings of IEEE/CVF Conferences on Computer Vision and Pattern Recognition (CVPR 2020)

    maple-research-lab/TrGAN’s past year of commit activity
    4 0 1 0 Updated Apr 2, 2020
  • AVT-pytorch Public

    Autoencoding Variational Transformations (AVT) in pytorch, ICCV 2019

    maple-research-lab/AVT-pytorch’s past year of commit activity
    Python 19 7 0 0 Updated Oct 7, 2019
  • AET Public

    Auto-Encoding Transformations (AETv1), CVPR 2019

    maple-research-lab/AET’s past year of commit activity
    Python 106 28 6 0 Updated Aug 28, 2019
View all repositories

Top languages

Loading…

Most used topics

Loading…