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mitja's Projects

clip2brain icon clip2brain

Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"

compositional-image-captioning icon compositional-image-captioning

Code for the CoNLL 2019 paper "Compositional Generalization in Image Captioning" by Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte and Desmond Elliott

cpc_audio icon cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

cross-situational-learning-abstract-scenes icon cross-situational-learning-abstract-scenes

Code for the CMCL 2021 paper "Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks" by Mitja Nikolaus and Abdellah Fourtassi

django-frontend icon django-frontend

Django Frontend is a collection of static files and templates to jumpstart Django front-end development.

egg icon egg

EGG: Emergence of lanGuage in Games

emergent_communication icon emergent_communication

Code for the ICLR 2024 paper Emergent Communication with Conversational Repair by Mitja Nikolaus.

ldr-template icon ldr-template

Latex template for the journal "Language Development Research"

measurediversity icon measurediversity

Measure the diversity of image descriptions, repository for our COLING 2018 paper.

multimodal-predicate-noun-dependencies icon multimodal-predicate-noun-dependencies

Code for the EMNLP 2022 paper "Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?" by Mitja Nikolaus, Emmanuelle Salin, Stephane Ayache, Abdellah Fourtassi, and Benoit Favre.

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