Filip Basara's repositories
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.
matryoshka-representation-learning
A simple implementation of Matryoshka Representation Learning for contrastive self-supervised learning
contrastive-neighbor-embedding
Non-linear dimensionality reduction using contrastive neighbor embeddings.
sigmoid-contrastive-loss
Implementation of modulated sigmoid pairwise contrastive loss for self-supervised learning on images
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)
nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents
visual-language-processing
Trying to figure out if AI can understand natural language from raw pixels