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@maple-research-lab

Lab for MAchine Perception and LEarning (MAPLE)

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  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 108 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 57 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 23 repositories
  • SIM Public

    Inference-only implementation of "One-Step Diffusion Distillation through Score Implicit Matching" [NIPS 2024]

    maple-research-lab/SIM’s past year of commit activity
    Python 15 AGPL-3.0 0 2 0 Updated Nov 1, 2024
  • EqDiff Public

    Equilibrated Diffusion: Frequency-aware Textual Embedding for EquilibratedImage Customization. https://maple-aigc.github.io/EqDiff/

    maple-research-lab/EqDiff’s past year of commit activity
    Python 5 0 0 0 Updated Aug 22, 2024
  • 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 3 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 57 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

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