Transfer Learning

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Quantwony

·20 hours ago

Using Deep Learning Models in Behavioral Research Through Transfer Learning

In this article, I introduce a paper that utilized the transfer learning approach to leverage deep learning models in social science research. Transfer Learning Transfer learning is a machine learning approach aiming to exploit the knowledge retrieved from one problem for improving the predictive performance of a learning model for a different…

Transfer Learning

3 min read

Using Deep Learning Models in Behavioral Research Through Transfer Learning

Transfer Learning

3 min read

Quantwony

·17 hours ago

Using Transformer Models for Sensor Data with Transfer Learning in Behavioral Science

Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets — In this article, I introduce a paper that (1) verifies the usefulness of the Transformer model to predict flu test results based on sensor data and (2) shows how this model can be used with small samples via transfer learning. Motivation While deep learning has revolutionized research and applications in NLP…

Transfer Learning

5 min read

Using Transformer Models for Sensor Data with Transfer Learning in Behavioral Science

Transfer Learning

5 min read

Mauricio Fadel Argerich

·3 days ago

Transfer Learning in Reinforcement Learning

Transfer learning improves the performance of RL on new, unseen tasks by exploiting learnings from past tasks. — Reinforcement Learning (RL) has been shown to achieve excellent performance in several tasks such as playing (video) games, robotics, and even autonomous driving. However, this performance can only be achieved after several iterations (usually millions), needed for the agent to acquire experience in the environment. Until this point, the agent…

Transfer Learning

8 min read

Transfer Learning in Reinforcement Learning

Transfer Learning

8 min read

Hassan

·3 days ago

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

In this article, I will review the paper Barlow Twins: Self-Supervised Learning via Redundancy Reduction. First, let us inspect how this approach differs from the rest of the SSL methods. Most methods use large batch sizes, momentum encoders, and asymmetric mechanisms like prediction networks, stop-gradients, etc., …

Transfer Learning

5 min read

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Transfer Learning

5 min read

Evergreen Technologies

in

State of the art technology

·3 days ago

When Learning is a Piece of Cake: How Transfer and Few-Shot Learning are Revolutionizing AI

Machine learning models require a significant amount of labeled data to learn patterns and make predictions accurately. However, labeled data can be expensive and time-consuming to obtain, and it may not always be available. Transfer learning and few-shot learning are two techniques that allow models to learn new tasks with…

Transfer Learning

4 min read

When Learning is a Piece of Cake: How Transfer and Few-Shot Learning are Revolutionizing AI

Transfer Learning

4 min read

Related Topics

Machine Learning
Deep Learning
Artificial Intelligence
Data Science
Computer Vision
TensorFlow
NLP
Image Classification
Keras

Eryk Lewinson

in

Towards Data Science

·6 days ago

Enhance Your ML Experimentation Workflow with Real-Time Plots

Part 2 of the tutorial on how to run and evaluate experiments without leaving your IDE — In the previous article of this series, I demonstrated how to use DVC’s VS Code extension to transform our IDE into an experimentation platform, allowing us to directly run and evaluate ML experiments. I also mentioned that the extension offers useful plotting functionalities, which enable us to visualize and evaluate…

Transfer Learning

13 min read

Enhance Your ML Experimentation Workflow with Real-Time Plots

Transfer Learning

13 min read

Edwards Mukasa

·Mar 11

Deep Learning in Agriculture

Detection of Diseases and Pests in a Mango Orchard — Introduction “It is told that the men of Athens spent a whole day in the market place looking for a new idea either telling one or hearing one, then came upon the scene one called Paul, and they wondered what has this Babylonian to say, what is his new idea” —…

Transfer Learning

12 min read

Deep Learning in Agriculture

Transfer Learning

12 min read

Rafsun Sheikh

·Mar 10

Introducing ptmodels: A Python Package for Easy Image Classification using Pre-trained Models

Introduction Are you tired of spending hours training your own image classification models? Do you want a faster and easier way to classify your images with high accuracy? If so, you’re in luck! Introducing ptmodels, a Python package that provides pre-trained convolutional neural network models for image classification. With ptmodels, you…

Transfer Learning

10 min read

Introducing ptmodels: A Python Package for Easy Image Classification using Pre-trained Models

Transfer Learning

10 min read

Harshita Sharma

in

INSAID

·Mar 9

A Beginner’s Guide to Transfer Learning

Taking a look at what transfer learning really is with a code along example — Introduction Transfer learning is a popular technique used in machine learning and deep learning to leverage pre-trained models to solve new problems efficiently. It involves using the knowledge learnt from one problem to solve another related problem. Transfer learning has been successful in many domains, including computer vision, natural language processing…

Transfer Learning

7 min read

A Beginner’s Guide to Transfer Learning

Transfer Learning

7 min read

TANISH SHARMA

·Mar 7

Fashion Product Recommendation System Using Resnet 50

Fashion is an ever-evolving industry that requires constant adaptation and innovation to stay relevant and staying up-to-date with the latest trends can be a daunting task. In this blog post, I explore how ResNet50 can be leveraged to build robust fashion recommendation systems that can provide personalized fashion choices to…

Transfer Learning

6 min read

Fashion Product Recommendation System Using Resnet 50

Transfer Learning

6 min read