Projects

latest | popular

The Illustrated Self-Supervised Learning
A visual introduction to self-supervised learning methods in Computer Vision
self-supervised-learning computer-vision illustrated tutorial
Self Supervised Representation Learning in NLP
An overview of self-supervised pretext tasks in Natural Language Processing
self-supervised-learning natural-language-processing tutorial
A Visual Guide to Self-Labelling Images
A self-supervised method to generate labels via simultaneous clustering and representation learning
self-supervised-learning image-clustering computer-vision illustrated
Self-Supervised Scene De-occlusion
We investigate the problem of scene de-occlusion, which aims to recover the underlying occlusion ordering and complete the invisible parts of occluded ...
self-supervised-learning computer-vision de-occlusion image-generation
A Visual Exploration of DeepCluster
DeepCluster is a self-supervised method to combine clustering and representation learning
self-supervised-learning computer-vision image-clustering pytorch
Plan2Explore: Plan to Explore via Self-Supervised World Models
A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.
self-supervised-learning reinforcement-learning plan2explore tutorial
The Illustrated SimCLR Framework
A visual introduction to SimCLR: A Simple Framework for Contrastive Learning of Visual Representations.
simclr self-supervised-learning contrastive-learning illustrated
Prototypical Contrastive Learning (PCL) for Unsupervised Learning
Prototypical Contrastive Learning (PCL), an unsupervised representation learning method that addresses the fundamental limitations of the popular ...
contrastive-learning unsupervised-learning self-supervised-learning semi-supervised-learning
SimCLR in TensorFlow 2
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
self-supervised-learning representation-learning deep-learning computer-vision
Self-Supervised Representation Learning
What if we can get labels for free for unlabelled data and train unsupervised dataset in a supervised manner?
self-supervised-learning representation-learning generative-modeling object-recognition
projects 1 - 10 of 18
Topic experts
Share a project
Share something interesting you found that's made with ML.