timgaripov / dnn-mode-connectivityLinks
Mode Connectivity and Fast Geometric Ensembles in PyTorch
☆278Updated 3 years ago
Alternatives and similar repositories for dnn-mode-connectivity
Users that are interested in dnn-mode-connectivity are comparing it to the libraries listed below
Sorting:
- Efficient PyTorch Hessian eigendecomposition tools!☆379Updated last year
- ☆157Updated 3 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆425Updated 3 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆215Updated last month
- ☆124Updated last year
- NTK reading group☆87Updated 5 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆176Updated 5 years ago
- Release of CIFAR-10.1, a new test set for CIFAR-10.☆224Updated 5 years ago
- ☆193Updated 4 years ago
- Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).☆57Updated 5 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆64Updated 4 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆129Updated 2 years ago
- ☆67Updated 6 years ago
- Learning Sparse Neural Networks through L0 regularization☆244Updated 5 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- ☆142Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Updated 5 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆147Updated 2 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆50Updated 4 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆149Updated last year
- Hypergradient descent☆148Updated last year
- Understanding Training Dynamics of Deep ReLU Networks☆300Updated last week
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆91Updated 5 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆131Updated 6 years ago
- ☆133Updated 4 years ago
- Code for "Supermasks in Superposition"☆124Updated 2 years ago
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆40Updated 4 years ago
- Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning☆101Updated 4 years ago
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Updated 6 years ago