Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020
☆68Jul 11, 2020Updated 5 years ago
Alternatives and similar repositories for FVI_CV
Users that are interested in FVI_CV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch version of "Deep Convolutional Networks as shallow Gaussian Processes" by Adrià Garriga-Alonso, Carl Rasmussen and Laurence Aitch…☆32Apr 16, 2020Updated 5 years ago
- ☆12Oct 30, 2018Updated 7 years ago
- ☆23Aug 20, 2018Updated 7 years ago
- In this paper, we show that the performance of a learnt generative model is closely related to the model's ability to accurately represen…☆41Mar 26, 2021Updated 5 years ago
- Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)☆87Jul 19, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Boundaries and Region Representation Fusion☆12Mar 24, 2023Updated 3 years ago
- Uncertainty quantification for semantic image segmentation models using Monte Carlo dropout method☆18Feb 10, 2021Updated 5 years ago
- Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')☆17Oct 12, 2022Updated 3 years ago
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆134Jul 4, 2020Updated 5 years ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 4 years ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆12May 25, 2022Updated 3 years ago
- Official codes for Scalable Infomin Learning, NeurIPS 2022☆14Feb 28, 2023Updated 3 years ago
- ☆24Mar 31, 2021Updated 5 years ago
- [BMVC 2018] Self-supervised Feature Learning for Semantic Segmentation of Overhead Imagery.☆40Jun 15, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Last-layer Laplace approximation code examples☆82Oct 18, 2021Updated 4 years ago
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 years ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆477Jul 6, 2023Updated 2 years ago
- [CVPR 2020 Oral] High-dimensional Convolutional Networks for Geometric Pattern Recognition☆40Sep 15, 2021Updated 4 years ago
- Repo for our paper "Repulsive deep ensembles are Bayesian"☆18Dec 11, 2021Updated 4 years ago
- This repo consist of some experimental results on bdd100k datasets using different object detection algorithms(Faster-RCNN, FCOS, ATSS)☆11Jun 27, 2020Updated 5 years ago
- Code for the paper: Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation☆23Sep 6, 2020Updated 5 years ago
- On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification☆21Apr 1, 2022Updated 4 years ago
- Convolutions and more as einsum for PyTorch☆18Jun 6, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆82Jun 17, 2024Updated last year
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75May 1, 2023Updated 2 years ago
- pytorch implementation for paper, towards realistic predictors☆17Sep 26, 2018Updated 7 years ago
- Solution for the Kaggle contrail segmentation competition☆25Aug 23, 2023Updated 2 years ago
- Bayesian Deep Learning Benchmarks☆673Mar 24, 2023Updated 3 years ago
- ☆13Aug 10, 2021Updated 4 years ago
- ☆17Jun 18, 2024Updated last year
- [PAMI 2020] Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation☆65Jul 25, 2024Updated last year
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆59Sep 28, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆125Jun 16, 2022Updated 3 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"☆30Nov 28, 2022Updated 3 years ago
- Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.☆31Mar 3, 2021Updated 5 years ago
- (CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild☆1,195Aug 31, 2021Updated 4 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,570Mar 24, 2026Updated 3 weeks ago
- ☆23Apr 5, 2023Updated 3 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆15Feb 15, 2025Updated last year