Sindy Löwe

Greedy_InfoMax. Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

AmortizedCausalDiscovery. Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

Forward-Forward. Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm

ComplexAutoEncoder. Code for the paper: Complex-Valued Autoencoders for Object Discovery

RotatingFeatures. Code for the paper: Rotating Features for Object Discovery

Custom-ConvLayers-Pytorch. A reimplementation of 2D Convolutional and Transposed Convolutional Layers in PyTorch, designed for easy modifications and analysis. Includes comprehensive explanations and testing.

language_models_words_and_characters. Comparing language models based on words, subwords and characters in different languages