google / svcca
☆623Updated 2 years ago
Related projects: ⓘ
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆458Updated 5 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆886Updated 4 months ago
- Totally Versatile Miscellanea for Pytorch☆461Updated 2 years ago
- Implementations of ideas from recent papers☆391Updated 3 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,375Updated 3 years ago
- A curated list of research papers related to learning disentangled representations☆462Updated 5 years ago
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆446Updated 6 years ago
- Decoupled Weight Decay Regularization (ICLR 2019)☆263Updated 5 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆704Updated 4 years ago
- Dataset to assess the disentanglement properties of unsupervised learning methods☆477Updated 3 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆460Updated 5 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆388Updated 4 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆396Updated 4 years ago
- i-RevNet Pytorch Code☆389Updated 3 years ago
- PyTorch and Tensorflow functional model definitions☆586Updated 6 years ago
- ☆399Updated this week
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆342Updated 4 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 2 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆283Updated last year
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,581Updated 2 years ago
- Stochastic Weight Averaging in PyTorch☆959Updated 3 years ago
- ☆219Updated 6 years ago
- A lightweight library for PyTorch training tools and utilities☆1,658Updated this week
- Code for experiments regarding importance sampling for training neural networks☆320Updated 2 years ago
- Virtual adversarial training with Tensorflow☆251Updated 6 years ago
- Python library to easily log experiments and parallelize hyperparameter search for neural networks☆735Updated 2 years ago
- Pytorch implementation of Hinton's Dynamic Routing Between Capsules☆632Updated 6 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆293Updated 4 years ago
- Bayesian Deep Learning Benchmarks☆661Updated last year
- explore DNNs via Infomration☆255Updated 4 years ago