Panagiotis Koromilas's Projects
Zero shot learning on Animals with Attributes 2 dataset using PyTorch.
A curated list of awesome self-supervised methods
Python clients for inferencing magcil API
[ICML'24] Code for the loss functions and metrics presented in "Bridging mini-batch and asymptotic analysis in contrastive learning: From InfoNCE to Kernel-based losses"
An unofficial Pytorch implementation of "Improved Baselines with Momentum Contrastive Learning" (MoCoV2) - X. Chen, et al.
High-Resolution Image Synthesis with Latent Diffusion Models
Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)