fregu856 / ebms_regressionLinks
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
☆102Updated 4 years ago
Alternatives and similar repositories for ebms_regression
Users that are interested in ebms_regression are comparing it to the libraries listed below
Sorting:
- Code for "Scale-Equivariant Steerable Networks"☆70Updated 4 years ago
- Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR 2021).☆101Updated last month
- Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020☆68Updated 5 years ago
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Updated 4 years ago
- [NeurIPS'20] Multiscale Deep Equilibrium Models☆234Updated 4 years ago
- Backpropagation-Friendly-Eigendecomposition☆73Updated 5 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆75Updated 4 years ago
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆92Updated 6 years ago
- The simplest pytorch implement (100 lines) of "Neural Ordinary Differential Equations" @ NeurIPS 2018 Best Paper.☆79Updated 4 years ago
- Differentiable Optimizers with Perturbations in Pytorch☆68Updated 4 years ago
- Code for ICML2021 paper 'Commutative Lie Group VAE for Disentanglement Learning'.☆22Updated 2 years ago
- ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extension☆64Updated 7 months ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆90Updated 11 months ago
- Last-layer Laplace approximation code examples☆82Updated 3 years ago
- LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH☆79Updated 2 years ago
- This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent…☆72Updated last year
- ☆29Updated 2 years ago
- Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2…☆51Updated 5 years ago
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆94Updated last year
- Deep Isometric Learning for Visual Recognition (ICML 2020)☆143Updated 3 years ago
- ☆36Updated 4 years ago
- ☆102Updated 4 years ago
- Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).☆108Updated 6 years ago
- ☆78Updated 4 years ago
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆131Updated 5 years ago
- Robust Optimal Transport code☆43Updated 2 years ago
- Scale-Steerable CNN Implementation for PyTorch☆23Updated 4 years ago
- (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks☆50Updated 2 years ago
- ☆32Updated 2 years ago
- Matrix square root with gradient support for PyTorch☆67Updated 3 years ago