Works

Selected research papers and books, linked to their authors.

WorkCategory Year

Citations

Paper

Focal Loss for Dense Object Detection Authors: Lin et al.

2017

Computer Vision

Paper

Mask R-CNN Authors: He et al.

2017

Computer Vision

Paper

Learning representations by back-propagating errors Authors: Rumelhart et al.

1986

Machine Learning

Paper

GloVe: Global Vectors for Word Representation Authors: Pennington et al.

2014

Paper

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation Authors: Girshick et al.

2014

Computer Vision

Paper

Denoising Diffusion Probabilistic Models Authors: Ho et al.

2020

Machine Learning

Paper

Proximal Policy Optimization Algorithms Authors: Schulman et al.

2017

Reinforcement Learning

Paper

RoBERTa: A Robustly Optimized BERT Pretraining Approach Authors: Liu et al.

2019

Paper

Neural Machine Translation by Jointly Learning to Align and Translate Authors: Bahdanau et al.

2014

Paper

LoRA: Low-Rank Adaptation of Large Language Models Authors: Hu et al.

2022