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 6 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
- ☆49Oct 11, 2021Updated 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.
- Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)☆88Jul 19, 2020Updated 5 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
- Simple and extensible hypergradient for PyTorch☆18Feb 23, 2023Updated 3 years ago
- The official PyTorch implementation for "Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End"☆96Jun 9, 2020Updated 5 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆44May 10, 2024Updated last year
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆477Jul 6, 2023Updated 2 years ago
- Tensorflow code for paper: Deformable Generator Network: Unsupervised Disentanglement of Appearance and Geometry☆18Nov 3, 2018Updated 7 years ago
- Code for Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics (SRUNIT), ICCV 2021☆11Feb 10, 2022Updated 4 years ago
- Repo for our paper "Repulsive deep ensembles are Bayesian"☆19Dec 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
- On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification☆21Apr 1, 2022Updated 4 years ago
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆82Jun 17, 2024Updated last year
- pytorch implementation for paper, towards realistic predictors☆17Sep 26, 2018Updated 7 years ago
- 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.
- C++ implementation of the algorithm in "Fast and Accurate Least-Mean-Squares Solvers", NIPS19☆11Mar 4, 2020Updated 6 years ago
- Solution for the Kaggle contrail segmentation competition☆25Aug 23, 2023Updated 2 years ago
- ☆10Jul 21, 2017Updated 8 years ago
- Learning error bars for neural network predictions☆72Jan 9, 2020Updated 6 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
- Papers for Bayesian-NN☆328Jun 25, 2019Updated 6 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.
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.☆31Mar 3, 2021Updated 5 years ago
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆18Jun 22, 2022Updated 3 years ago
- (CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild☆1,193Aug 31, 2021Updated 4 years ago
- Kinematic control algorithms and software for 🦾 DE VITO 🦾: A dual-arm, high degree-of-freedom, lightweight, inexpensive, passive upper…☆21Jul 5, 2019Updated 6 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,571Mar 24, 2026Updated last month
- ☆23Apr 5, 2023Updated 3 years ago