Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
☆40Apr 19, 2021Updated 5 years ago
Alternatives and similar repositories for pgdl
Users that are interested in pgdl 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
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- Offical Repo for Splitting Steepest Descent for Growing Neural Architectures☆13May 12, 2021Updated 5 years ago
- (TIP 2022) Bayesian Integration of a Generative Prior for Image Restoration☆26Jan 8, 2022Updated 4 years ago
- NN 2023☆23Nov 9, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Computing various norms/measures on over-parametrized neural networks☆50Nov 26, 2018Updated 7 years ago
- code for paper "Accessing higher dimensions for unsupervised word translation"☆22Jun 26, 2023Updated 2 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- SNN Cutoff Evaluation.☆17Aug 14, 2024Updated last year
- An official implementation of "Multi-scale Self-calibrated Network for Image Light Source Transfer" in PyTorch. (CVPR 2021 Workshops)☆14Aug 16, 2021Updated 4 years ago
- Benchmark datasets for image denoising methods☆14May 3, 2022Updated 4 years ago
- Useful utilities☆15Apr 7, 2026Updated 2 months ago
- ☆16Jul 1, 2024Updated last year
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated 2 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.
- Source code of WSiP model☆12Aug 14, 2022Updated 3 years ago
- Example code for the paper "Understanding deep learning requires rethinking generalization"☆179Jun 2, 2020Updated 6 years ago
- Miscroscopy Image Restoration using Deep learning on the W2S dataset☆18Jun 10, 2021Updated 5 years ago
- ☆110Sep 20, 2023Updated 2 years ago
- (ECCVW 2022) Towards Drone Image Super-Resolution☆16Sep 15, 2022Updated 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
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 7 years ago
- A pytorch implementation of LCGNN☆12Jun 1, 2020Updated 6 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆17Jan 13, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CIFAR10 ResNets implemented in JAX+Flax☆12Apr 6, 2022Updated 4 years ago
- Fork of diux-dev/imagenet18☆16Oct 4, 2018Updated 7 years ago
- Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"☆35Sep 23, 2021Updated 4 years ago
- ☆29Feb 24, 2025Updated last year
- Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'☆26Mar 12, 2021Updated 5 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Dec 1, 2022Updated 3 years ago
- Error detection in Knowledge Graphs: Path Ranking, Embeddings or both?☆12Jan 26, 2020Updated 6 years ago
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆16Apr 27, 2019Updated 7 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Jan 20, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This code is for our ICML 2020 paper "On the Number of Linear Regions of Convolutional Neural Networks."☆13Aug 5, 2020Updated 5 years ago
- ☆25Feb 25, 2023Updated 3 years ago
- ☆14Mar 1, 2021Updated 5 years ago
- Colorizing images using an adversarial network approach.☆11Sep 19, 2017Updated 8 years ago
- ☆16Apr 26, 2023Updated 3 years ago
- Code for paper "Near-Infrared Fusion for Photorealistic Image Dehazing"☆17Nov 27, 2023Updated 2 years ago
- Codebase for Linguistic Collapse: Neural Collapse in (Large) Language Models [NeurIPS 2024] [arXiv:2405.17767]☆19Apr 14, 2025Updated last year