PaperCodeReview

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

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

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

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

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

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

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

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