ganguli-lab / degrees-of-freedom
☆36Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for degrees-of-freedom
- ☆35Updated last year
- ☆47Updated 2 years ago
- ☆19Updated 2 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆35Updated 2 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆23Updated 2 years ago
- Collection of snippets for PyTorch users☆26Updated 2 years ago
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆40Updated last year
- ☆52Updated 3 months ago
- ☆15Updated 4 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Updated 2 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆13Updated 5 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Updated 3 years ago
- 👩 Pytorch and Jax code for the Madam optimiser.☆51Updated 3 years ago
- code for "Semi-Discrete Normalizing Flows through Differentiable Tessellation"☆24Updated last year
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Updated 3 years ago
- SGD with large step sizes learns sparse features [ICML 2023]☆32Updated last year
- Reproducible code for Augmentation paper☆18Updated 5 years ago
- Active and Sample-Efficient Model Evaluation☆24Updated 3 years ago
- ☆19Updated 3 years ago
- Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".☆35Updated 2 years ago
- ☆15Updated last year
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- ☆97Updated 2 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Updated 3 years ago
- ☆17Updated 2 years ago
- Fine-grained ImageNet annotations☆29Updated 4 years ago
- CIFAR-5m dataset☆39Updated 3 years ago
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited☆36Updated last year
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆69Updated 3 years ago