filipbasara0
ML / Research Engineer. Primarily interested in self-supervised and representation learning.
Repositories
Select a repository to view its commits, contributors, and more.simple-diffusion
A minimal implementation of a denoising diffusion model in PyTorch.
simple-clip
A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch
simple-object-detection
A simple yet effective repo for object detection based on the FCOS architecture.
relic
A simple PyTorch implementation of the Representation Learning via Invariant Causal Mechanisms self-supervised contrastive learning paper
matryoshka-representation-learning
A simple implementation of Matryoshka Representation Learning for contrastive self-supervised learning
sigmoid-contrastive-loss
Implementation of modulated sigmoid pairwise contrastive loss for self-supervised learning on images
contrastive-neighbor-embedding
Non-linear dimensionality reduction using contrastive neighbor embeddings.
simple-convnext
Simple implementation of the ConvNext architecture in PyTorch
simple-ijepa
A simple and efficient implementation of Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (I-JEPA)
visual-language-processing
Trying to figure out if AI can understand natural language from raw pixels