PaperCodeReview

MoCo-TF

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).

SimSiam-TF

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

PixPro-TF

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

BarlowTwins-TF

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

DETR-TF

TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).

SupCL-TF

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

CSKD-TF

TF2.x implementation of CS-KD (Regularizing Class-wise Predictions via Self-knowledge Distillation, CVPR 2020).

RegNet-TF

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

KD-TF

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

UDA-TF

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

Issues