mehdidc
Deep Learning Researcher
Juelich Supercomputing Center (JSC), Forschungszentrum Jülich GmbH, LAIONGermany
Pinned Repositories
CLIP_benchmark
CLIP-like model evaluation
scaling-laws-openclip
Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
clip_rerank
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
DALLE_clip_score
Simple script to compute CLIP-based scores given a DALL-e trained model.
dpp
Determinantal point process
feed_forward_vqgan_clip
Feed forward VQGAN-CLIP model, where the goal is to eliminate the need for optimizing the latent space of VQGAN for each input prompt
pixel_to_svg
Simple unsupervised segmentation based method for turning a raster image into SVG using potrace.
pomodoro
simple command line pomodoro app with visualization of statistics
py-earth
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
large-scale-pretraining-transfer
Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
mehdidc's Repositories
mehdidc/generative_model_experiment
mehdidc/lightjob
a lightweight job manager
mehdidc/multigan
mehdidc/detection
mehdidc/dl_repr_limits
mehdidc/dpol_impl
mehdidc/ensemble_machine
mehdidc/experiments
mehdidc/flexiblenetwork
mehdidc/fun
mehdidc/grammar_rnn
mehdidc/hiddenfactors
mehdidc/hp_toolkit
mehdidc/hybrid
mehdidc/hybrid-keras
mehdidc/ilc
mehdidc/image2vec
mehdidc/inf_model_compression
mehdidc/insects
mehdidc/kinetics
mehdidc/lasagne-dcgan
mehdidc/learning_rate_and_generalization
mehdidc/lightexperiments
mehdidc/machinepredict
mehdidc/materialscience
mehdidc/meta-learning
mehdidc/miniramp
mehdidc/modelcompression
mehdidc/neural_net_debugger
mehdidc/neuralgam