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1. visinf/DIAGen visinf/DIAGen Public

   DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning (GCPR 2024)

   Python 10

2. DevelopedByMarkus/summary-augmented-chunking DevelopedByMarkus/summary-augmented-chunking Public

   Python 7

3. CityLearnTransformer CityLearnTransformer Public

   This repository is used to generate data and evaluate Decision Transformers on the CityLearn (Challenge 2022) environment for urban energy management

   Python 17 1

4. TransformersForEnergyManagement TransformersForEnergyManagement Public

   In this repository, we explore the application of Transformer-based Reinforcement Learning approaches to solve complex real-world energy management problems using the CityLearn environment (Challen…

   Python 10

5. CausalAbstraction CausalAbstraction Public

   AI often 'cheats' to score 100%. This Explainable AI (XAI) project reverse-engineers Neuro-Symbolic models via Causal Abstraction Theory to expose hidden reasoning shortcuts and evaluate architectu…

   Python 1

6. Sparse-RL-Wann Sparse-RL-Wann Public

   This project empirically investigates that Weight Agnostic Neural Networks (WANN) are a promising alternative to traditional Reinforcement Learning in sparse settings, using the capabilities of evo…

   Python 1