PaperCodeReview
Custom implementation of algorithms or architectures in papers. Reviews of papers are in the link below.
Seoul, Korea
Pinned Repositories
BarlowTwins-TF
TF 2.x implementation of BarlowTwins (Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021)
CSKD-TF
TF2.x implementation of CS-KD (Regularizing Class-wise Predictions via Self-knowledge Distillation, CVPR 2020).
DETR-TF
TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).
KD-TF
TF 2.x implementation of Knowledge Distillation (Distilling the Knowledge in a Neural Network, NIPS 2014 Deep Learning Workshop)
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).
PixPro-TF
TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).
RegNet-TF
TF 2.x implementation of RegNet (Designing Network Design Spaces, CVPR 2020).
SimSiam-TF
TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)
SupCL-TF
TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).
UDA-TF
TF 2.x implementation of UDA (Unsupervised Data Augmentation for Consistency Training, 2019).
PaperCodeReview's Repositories
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).
PaperCodeReview/SimSiam-TF
TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)
PaperCodeReview/PixPro-TF
TF2.x implementation of PixPro (Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021).
PaperCodeReview/BarlowTwins-TF
TF 2.x implementation of BarlowTwins (Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021)
PaperCodeReview/DETR-TF
TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).
PaperCodeReview/SupCL-TF
TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).
PaperCodeReview/CSKD-TF
TF2.x implementation of CS-KD (Regularizing Class-wise Predictions via Self-knowledge Distillation, CVPR 2020).
PaperCodeReview/KD-TF
TF 2.x implementation of Knowledge Distillation (Distilling the Knowledge in a Neural Network, NIPS 2014 Deep Learning Workshop)
PaperCodeReview/RegNet-TF
TF 2.x implementation of RegNet (Designing Network Design Spaces, CVPR 2020).
PaperCodeReview/UDA-TF
TF 2.x implementation of UDA (Unsupervised Data Augmentation for Consistency Training, 2019).
PaperCodeReview/Issues