Pinned

1. Neural-Process-Family Public

   Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

   Jupyter Notebook 145 27

2. disentangling-vae Public

   Experiments for understanding disentanglement in VAE latent representations

   Python 684 129

3. Invariant-Self-Supervised-Learning Public

   Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"

   Python 31 3

4. SSL-Risk-Decomposition Public

   Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".

   Jupyter Notebook 5

5. lossyless Public

   Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

   Python 90 7

6. Hash-Embeddings Public

   PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

   Python 172 26