StijnVerdenius

SNIP-it

This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel pruning / compression algorithms for deep learning / neural networks. Amongst others it implements structured pruning before training, its actual parameter shrinking and unstructured before/during training.

DeepFaceImageSynthesis

Project considered the problem of GAN-generated photorealistic, personalised facial models, that transfers a person's (source) facial expression movements to another person's (target) face for video generation

Lat-PFN

This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficiently, using a versatile latent space that enables adaptable time granularity and superior predictive performance.

BoostingTextClassifiersByGenerativeModelling

Boosting a standard LSTM-based text classifier by generative modelling and subsequent lowering of out of distribution data (OOD) probabilities

KR_Qualitative_Reasoner

Qualitative Reasoning Engine

optuna_tutorial

compression_tutorial

Computer_Vision_1

Computer Vision 1

Connect-4

Play connect-4 against a fuzzy logic agent

evolutionary_computing_TSP_solver

Approximate Traveling Salesman Problem (TSP) solver using probabilistic evolutionary computing with tribes

Information_Retrieval

Assignment 1b, course IR1, MSc AI UvA

SAT-solver

Generic SAT-solver with Lookahead and CDCL

Leren-Beslsissen-Pytorch-Tutorial

Repository used for teaching students about PyToch. Contains things like training examples, dataloaders and more

LTH_paper_summaries

Movies_To_Watch_App

ReinforcementLearningExperienceReplay

test_packaging

Thesis_BSc