Lab for MAchine Perception and LEarning (MAPLE)

All

22 repositories

EqDiff
Public
Equilibrated Diffusion: Frequency-aware Textual Embedding for EquilibratedImage Customization. https://maple-aigc.github.io/EqDiff/
Python
•0•5•0•0•Updated Aug 22, 2024Aug 22, 2024
CaCo
Public
CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning
computer-vision representation-learning unsupervised-learning self-supervised-learning contrastive-learning caco
Python
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MIT License
•3•17•0•0•Updated Mar 10, 2024Mar 10, 2024
EnAET
Public
EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning
Python
•
MIT License
•6•81•0•2•Updated Oct 25, 2023Oct 25, 2023
AdPE
Public
code for "AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+"
image-classification mae self-supervised-learning masked-autoencoder vision-transformer masked-image-modeling
Python
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MIT License
•0•4•0•0•Updated Mar 28, 2023Mar 28, 2023
AdCo
Public
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
self-supervised-learning contrastive-learning adco
Python
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MIT License
•19•162•0•0•Updated Mar 14, 2023Mar 14, 2023
CLSA
Public
official implemntation for "Contrastive Learning with Stronger Augmentations"
deep-learning unsupervised-learning self-supervised-learning contrastive-learning clsa stronger-augmentations
Python
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MIT License
•14•57•0•0•Updated Aug 2, 2021Aug 2, 2021
WCP
Public
Source code for "WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning" in CPVR 2020.
Python
•5•23•1•1•Updated Jul 22, 2020Jul 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)
Python
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MIT License
•0•5•0•0•Updated Apr 13, 2020Apr 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)
0•4•1•0•Updated Apr 2, 2020Apr 2, 2020
AVT-pytorch
Public
Autoencoding Variational Transformations (AVT) in pytorch, ICCV 2019
Python
•7•19•0•0•Updated Oct 7, 2019Oct 7, 2019
AET
Public
Auto-Encoding Transformations (AETv1), CVPR 2019
Python
•28•108•6•0•Updated Aug 28, 2019Aug 28, 2019
CapProNet-Pytorch
Public
Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018
Python
•10•33•4•0•Updated Dec 13, 2018Dec 13, 2018
CapProNet_tf
Public
Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018
Python
•3•19•1•0•Updated Dec 5, 2018Dec 5, 2018
CapProNet_pytorch
Public
0•0•0•0•Updated Dec 5, 2018Dec 5, 2018
CapProNet
Public
This project is obsolete. New one is at https://github.com/maple-research-lab/CapProNet_tf.
Python
•2•2•1•0•Updated Aug 24, 2018Aug 24, 2018
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.
pytorch gradient-penalty ls-gan
Python
•5•30•1•0•Updated Mar 4, 2018Mar 4, 2018
lsal-blocks
Public
Generalized Loss-Sensitive Adversarial Learning implemented in Blocks
Python
•0•0•0•0•Updated Feb 18, 2018Feb 18, 2018
lsal-torch
Public
Generalized Loss-Sensitive Adversarial Learning in torch
Lua
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GNU General Public License v3.0
•0•0•0•0•Updated Feb 18, 2018Feb 18, 2018
lsgan-gp-alt
Public
Loss-Sensitive GAN with gradient penalty in tensorflow
Python
•0•8•0•0•Updated Feb 18, 2018Feb 18, 2018
sfm
Public
State-Frequency Memory Recurrent Neural Networks, ICML 2017
Python
•0•1•0•0•Updated Feb 18, 2018Feb 18, 2018
glsgan
Public
Generalized Loss-Sensitive GAN in torch, IJCV
Lua
•0•2•0•0•Updated Feb 18, 2018Feb 18, 2018
lsgan
Public
Loss-Sensitive Generative Adversarial Networks (LS-GAN) in torch, IJCV
Lua
•0•2•0•0•Updated Feb 18, 2018Feb 18, 2018