Search Results for author: Ioannis Gatopoulos

Found 3 papers, 3 papers with code

Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting

1 code implementation18 Jun 2021 Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu

Instance-level contrastive learning techniques, which rely on data augmentation and a contrastive loss function, have found great success in the domain of visual representation learning.

Action Recognition In Videos Contrastive Learning +10

Self-Supervised Variational Auto-Encoders

1 code implementation5 Oct 2020 Ioannis Gatopoulos, Jakub M. Tomczak

Density estimation, compression and data generation are crucial tasks in artificial intelligence.

Data Compression Density Estimation +1

Super-resolution Variational Auto-Encoders

1 code implementation9 Jun 2020 Ioannis Gatopoulos, Maarten Stol, Jakub M. Tomczak

The framework of variational autoencoders (VAEs) provides a principled method for jointly learning latent-variable models and corresponding inference models.

Ranked #62 on Image Generation on CIFAR-10 (bits/dimension metric)

Decoder Image Generation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.