Akshay Uppal

A Machine Learning Engineer, working for a leading Intelligent Data Processing Startup. Passionate about ML, MLOps, ML Research and making ML accessible for everyone

Posts by Year

2022 2
2021 12

2022

DiT Annotated Paper

1 minute read

DIT: SELF-SUPERVISED PRE-TRAINING FOR DOCUMENT IMAGE TRANSFORMER

WebFormer Annotated Paper

1 minute read

WebFormer: The Web-page Transformer for Structure Information Extraction

2021

LayoutLMv2 Annotated Paper

1 minute read

LayoutLMv2: Multi-Modal Pre-Training For Visually-Rich Document Understanding

Fastformer Annotated Paper

1 minute read

Fastformer: Additive Attention Can Be All You Need

LayoutLM Annotated Paper

1 minute read

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

RoBERTa Annotated Paper

1 minute read

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Few Shot NER Annotated Paper

less than 1 minute read

Few-Shot Named Entity Recognition: A Comprehensive Study

EfficientNet Annotated Paper

less than 1 minute read

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

EfficientNet-V2 Annotated Paper

less than 1 minute read

EfficientNetV2: Smaller Models and Faster Training

Text Classification with BERT

18 minute read

Fine-Tune BERT for Text Classification with TensorFlow

BERT Annotated Paper

1 minute read

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

MLP-Mixer Annotated Paper

less than 1 minute read

MLP-MIXER: An all MLP Architecture for Vision

PICK Annotated Paper

less than 1 minute read

PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks

Attention Is All You Need Annotated Paper

less than 1 minute read

Attention Is All You Need