Computing various measures and generalization bounds on convolutional and fully connected networks
☆35Dec 13, 2018Updated 7 years ago
Alternatives and similar repositories for generalization-bounds
Users that are interested in generalization-bounds are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆29Dec 22, 2020Updated 5 years ago
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆41Apr 19, 2021Updated 5 years ago
- Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''☆15Jun 27, 2022Updated 4 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- PAC-Bayes with Backprop - Tighter risk certificates for neural networks☆28Jul 9, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- #UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning☆14May 23, 2022Updated 4 years ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆13Feb 9, 2023Updated 3 years ago
- ☆14Jun 7, 2023Updated 3 years ago
- Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights☆31Nov 18, 2020Updated 5 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 4 years ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆22Oct 30, 2019Updated 6 years ago
- ☆10Jul 30, 2021Updated 5 years ago
- 中文常用停用词表（哈工大停用词表、百度停用词表等）☆18Dec 27, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆33Oct 12, 2023Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Apr 25, 2020Updated 6 years ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆795Jul 10, 2025Updated last year
- ☆36Jun 13, 2023Updated 3 years ago
- ☆20Mar 9, 2023Updated 3 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Nov 11, 2021Updated 4 years ago
- PyTorch code for ROLL, a knowledge-based video story question answering model.☆21Sep 29, 2020Updated 6 years ago
- Code for "Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions"☆14Sep 3, 2023Updated 3 years ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆82May 5, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-impleme…☆16Jul 27, 2019Updated 7 years ago
- Naive Bayes classifier for detection of langage and spelling correction☆10Mar 2, 2020Updated 6 years ago
- The toolkit to explain Keras model predictions.☆14Aug 2, 2024Updated 2 years ago
- Multi Stopwatch for Python☆12Sep 28, 2019Updated 7 years ago
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆29Sep 22, 2023Updated 3 years ago
- Implementation of the Decrypto benchmark for multi-agent reasoning and theory of mind.☆24Jan 19, 2026Updated 8 months ago
- Code for steering and monitoring with concepts vectors in LLMs (initial draft)☆33Aug 10, 2025Updated last year
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆17Jan 13, 2022Updated 4 years ago
- This is the paddle code for SeBoW(Self-Born wiring for neural trees), a kind of neural tree born form a large search space☆11Dec 10, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Mar 16, 2020Updated 6 years ago
- This is an implement of ACE: Adapting to Changing Environments for Semantic Segmentation☆15Jun 14, 2020Updated 6 years ago
- Fork of diux-dev/imagenet18☆16Oct 4, 2018Updated 8 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆18Apr 13, 2021Updated 5 years ago
- Provably (and non-vacuously) bounding test error of deep neural networks under distribution shift with unlabeled test data.☆10Feb 27, 2024Updated 2 years ago
- PyTorch implementation of "PatchVAE: Learning Local Latent Codes for Recognition" to appear in CVPR 2020☆14Apr 9, 2020Updated 6 years ago
- [ECCV 2022] Contrastive Prototypical Network with Wasserstein Confidence Penalty☆11Oct 20, 2022Updated 3 years ago