JAX/Flax implementation of "VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning". ICLR 2022. https://arxiv.org/abs/2105.04906

Self-supervised Video Representation learning

Results from application of RatVec to protein sequences

Simple algorithm for generating graph nodes embeddings

📚 Paper Notes (Computer vision)

The application of representation learning for semantic associated heterogeneous networks in creating android app embedding layers.

Representation Learning Basics and Feature Extraction in Text

Drug Repurposing framed as link prediction problem, solved with Knowledge Graph Embedding (KGE). University project.

published at AAAI 2022

Pytorch implementation of the NLP experiment described in the original contrastive predictive coding paper (2018)

Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".

Low Dimensional Radiotherapy [PMB'23]

Generative modeling and representation learning through reconstruction

Representational Learning of Single-Lead Electrocardiogram Signals using Beta-TCVAE

iQRL: implicitly Quantized Reinforcement Learning

FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models, ICCV 2023

CLAP(Contrastive Language-Assembly Pre-training) learns transferable binary code representations with natural language supervision

Master's Thesis Document