Asset Type
ML Model
Self-Supervised Video Similarity Learning
Provides a video similarity learning approach using self-supervision.
AI Assets related to #Self-supervised learning
Asset Type
ML Model
Adaptive Soft Contrastive Learning
A self-supervised learning method aiming to alleviate the inherent false-negative problem in contrastive learning framework.
Asset Type
Docker container
Geoskop - ESFA: Time Series Forecaster component
Discover one of the breakthrough achievements of the ESFA project, a pioneer project in the field of Artificial Intelligence applied to Climate Prediction. Leveraging Geoskop’s revolutionary AI algorithms, housed in a Docker image, we provide unprecedente...
Asset Type
ML Model
Playable Video Generation
Novel framework for Playable Video Generation that is trained in a self-supervised manner on a large dataset of unlabelled videos. We employ an encoder-decoder architecture where the predicted action labels act as bottleneck. The network is constrained to...
Asset Type
ML Model
Whitening for Self-Supervised Representation Learning
A new loss function for self-supervised representation learning, which is based on the whitening of the latent space features.
Education resources related to #Self-supervised learning
Multimodal Perception and Interaction with Transformers
A 4 hour tutorial presented in October 2021 at ACAI 2021 on Multimodal Perception and Interaction with Transformers
AI in the Industry Tutorial - Part 04
A tutorial from the AI in the Industry course from University of Bologna, covering neural network based methods for anomaly detection
Machine Learning With Neural Networks
Course notes and Zoom lecture recording of a 4 hour tutorial on machine learning with Neural Networks presented at the Advanced Course on Artificial Intelligence, ACAI 2021, in October 2021.
Research Bundles related to this topic
Multimodal Perception and Interaction with Transformers
This micro-project surveys tools and data sets for experiments for demonstrating the potential use of transformers for multimodal perception and multimodal interactions.