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1. organvision-eu/digital_stainingorganvision-eu/digital_stainingPublic

   Jupyter Notebook 1

2. steering-vectors-from-finetuningsteering-vectors-from-finetuningPublic

   Exploration of an alternative approach to extracting steering vectors. Instead of using the classical contrastive method we investigate whether comparing activations between a base model and its fi…

   Jupyter Notebook 1

3. Adversarial_Attacks_detectorAdversarial_Attacks_detectorPublic

   Can adversarial examples be distinguished from clean inputs using linear probes trained on intermediate activations of deep neural networks?

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4. LogitLens_SentimentAnalysisLogitLens_SentimentAnalysisPublic

   Interpretability of GPT-2 when performing sentiment analysis using the Logit Lens technique. The Logit Lens allows us to inspect how predictions evolve through the model's intermediate layers, prov…

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5. RNN_music_generatorRNN_music_generatorPublic

   Implementation of a recurrent neural network for the generation of music, following the work presented in [JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs, by Gino …

   Jupyter Notebook 1

6. GlaucomaDetectionGlaucomaDetectionPublic

   Development and analysis of various deep NN models to detect glaucoma cases from fundus images. The performance of the best model was evaluated with cross-validation. Mean F1-score: 0.95975, with a…

   Jupyter Notebook