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1. AdvancedDeepLearning-UniTS AdvancedDeepLearning-UniTS Public

   Networks that treat a rotated image as the same object, and networks that stay apart when inputs only look alike. Group-equivariant CNNs and low-coherence MLPs. Course at the University of Trieste.

   Jupyter Notebook

2. OptimizationForArtificialIntelligence-UniTS OptimizationForArtificialIntelligence-UniTS Public

   Strategies for a game that is played again and again, the iterated prisoner's dilemma. Course at the University of Trieste.

   Python

3. ReinforcementLearning-UniTS ReinforcementLearning-UniTS Public

   A simulated walker and a humanoid, taught to move. SAC and TD3. Course at the University of Trieste.

   Jupyter Notebook

4. XAI-RAI-UniTS XAI-RAI-UniTS Public

   Whether a vision model explanation survives an attack on the image. Course at the University of Trieste.

   Python

5. NLP-UniTS NLP-UniTS Public

   Two models that turn a sentence into an image. Course at the University of Trieste.

   Jupyter Notebook

6. LLaVA_Representations_Analysis LLaVA_Representations_Analysis Public

   Code and thesis for how visual instruction tuning changes LLaVA. The reviewed paper is arXiv:2606.03871.

   Python