Deep Learning

[VLP Tutorial @ CVPR 2022] Image-Text Pre-training Part III

The Unofficial PyTorch Optimization Loop Song

JAX MD: A Framework for Differentiable Atomistic Physics

BUILDING AN AI-POWERED SURGICAL INTELLIGENCE PLATFORM FOR THE OPERATING ROOM | OMRI BAR

TORCHSTUDIO, A FULL FEATURED IDE FOR PYTORCH | ROBIN LOBEL

Bring your own training completed Pytorch model

The Post processing step in Question Answering (TensorFlow)

The Post processing step in Question Answering (PyTorch)

Zero-Shot Detection via Vision and Language Knowledge Distillation

Robust Fine-Tuning of Zero-Shot Models

Applications of Variational Autoencoders and Bayesian Optimization w/ J. M. Hernández Lobato - #510

Playing a Neural Network's version of GTA V: GAN Theft Auto

Tutorial 2- Fine Tuning Pretrained Model On Custom Dataset Using 🤗 Transformer

Tutorial 1-Transformer And Bert Implementation With Huggingface

Learning Long-Time Dependencies with RNNs w/ Konstantin Rusch - #484

AI Weekly Update - March 22nd, 2021 (#29)!

NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained)

Build a 1D convolutional neural network, part 4: Training, evaluation, reporting

Implement 1D convolution, part 1: Convolution in Python from scratch

TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG

What to do when you get an error?

Inside the Token classification pipeline (TensorFlow)

Debugging the Training Pipeline (TensorFlow)

Inside the Question answering pipeline (TensorFlow)

Data processing for Masked Language Modeling

Inside the Question answering pipeline (PyTorch)

Inside the Token classification pipeline (PyTorch)

Data processing for Causal Language Modeling

Data Collators: A Tour

Debugging the Training Pipeline (PyTorch)

Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture

Introducing Retiarii: A deep learning exploratory-training framework on NNI

Instantiate a Transformers model (TensorFlow)

Instantiate a Transformers model (PyTorch)

Batching inputs together (TensorFlow)

Batching inputs together (PyTorch)

Test-time Adaptable Neural Networks for Robust Medical Image Segmentation | JRC Workshop 2021

Probabilistic Numeric CNNs with Roberto Bondesan - #482

Negative Data Augmentation

AI Weekly Update - March 8th, 2021 (#27)!

Vision Transformer - Keras Code Examples!!

Presenting... Determined AI!

Build your own neural network, Exercise 9

Build your own neural network, Exercise 8

Build your own neural network, Exercise 7

Build your own neural network, Exercise 6

Build your own neural network, Exercise 5

Build your own neural network, Exercise 4