[Help wanted] Research paper implementations (Project Tracker)

[jaeyounkim]

Help wanted: Research paper code and models

This issue contains a list of the research papers we want to implement in TensorFlow 2 with help from the community.

If you'd like to contribute, please add a comment to the relevant GitHub issue or create a new issue to express your interest in providing your paper implementation.

Awesome external contributors will be nominated for Google Open Source Peer Bonus.

Please also see our contribution guidelines and paper selection criteria.

Computer Vision

Paper	GitHub issue	Status
FCOS: Fully Convolutional One-Stage Object Detection	#10275	In progress
DarkPose: Distribution Aware Coordinate Representation for Human Pose Estimation	#8713	In progress
MoCo: Momentum Contrast for Unsupervised Visual Representation Learning	#8708	Need contribution
YOLOv4 Optimal Speed and Accuracy of Object Detection	N/A	In progress

Natural Language Processing

Paper	GitHub issue	Status
RoBERTa: A Robustly Optimized BERT Pretraining Approach	#8704	Need contribution
RoFormer: Enhanced Transformer with Rotary Position Embedding	N/A	In progress
Longformer: The Long-Document Transformer	N/A	In progress
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	N/A	In progress

Benchmark datasets

Dataset	GitHub issue(s)	Status

Speech Recognition

Paper	Conference	GitHub issue	Status
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin	ICML 2016	#8702	In progress