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11 repositories

UDA-TF
Public
TF 2.x implementation of UDA (Unsupervised Data Augmentation for Consistency Training, 2019).
tf2 semi-supervised-learning uda
MIT License
•0•1•0•0•Updated Jul 6, 2021Jul 6, 2021
PixPro-TF
Public
TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).
tf2 self-supervised-learning pixpro pixpro-tf
Python
•1•7•0•0•Updated Jun 21, 2021Jun 21, 2021
SimSiam-TF
Public
TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)
tf2 representation-learning self-supervised-learning simsiam simsiam-tf
Python
•
MIT License
•6•15•1•0•Updated Jun 21, 2021Jun 21, 2021
BarlowTwins-TF
Public
TF 2.x implementation of BarlowTwins (Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021)
tf2 self-supervised-learning barlowtwins barlowtwins-tf
Python
•3•3•0•0•Updated Mar 14, 2021Mar 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).
tf2 self-supervised-learning moco-v1 moco-v2 moco momentum-contrast moco-tf
Python
•
MIT License
•4•27•2•0•Updated Feb 4, 2021Feb 4, 2021
CSKD-TF
Public
TF2.x implementation of CS-KD (Regularizing Class-wise Predictions via Self-knowledge Distillation, CVPR 2020).
tf2 knowledge-distillation cs-kd cskd-tf
Python
•
MIT License
•1•2•0•0•Updated Jan 25, 2021Jan 25, 2021
Issues
Public
0•0•0•0•Updated Jan 20, 2021Jan 20, 2021
KD-TF
Public
TF 2.x implementation of Knowledge Distillation (Distilling the Knowledge in a Neural Network, NIPS 2014 Deep Learning Workshop)
tf2 knowledge-distillation
Python
•0•2•0•0•Updated Oct 29, 2020Oct 29, 2020
SupCL-TF
Public
TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).
tf2 self-supervised-learning supervised-contrastive-learning supcl-tf
Python
•
MIT License
•2•3•0•0•Updated Oct 4, 2020Oct 4, 2020
RegNet-TF
Public
TF 2.x implementation of RegNet (Designing Network Design Spaces, CVPR 2020).
modeling tf2 regnet regnet-tf
Python
•
MIT License
•0•2•0•0•Updated Oct 1, 2020Oct 1, 2020
DETR-TF
Public
TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).
tf2 object-detection detection transformers detr detr-tf
Python
•
MIT License
•0•3•0•0•Updated Sep 20, 2020Sep 20, 2020