ExplainableML / BayesCap
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
☆49Updated 2 years ago
Alternatives and similar repositories for BayesCap:
Users that are interested in BayesCap are comparing it to the libraries listed below
- ☆25Updated 3 years ago
- Robustness via Cross-Domain Ensembles, ICCV 2021 [Oral]☆38Updated 3 years ago
- Building blocks for uncertainty-aware cycle consistency presented at NeurIPS'21.☆24Updated 3 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 10 months ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆88Updated 3 years ago
- This is a offical PyTorch/GPU implementation of SupMAE.☆77Updated 2 years ago
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆41Updated 2 years ago
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 3 years ago
- [ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models☆78Updated 3 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆26Updated 11 months ago
- ☆49Updated 3 years ago
- ☆13Updated 2 years ago
- Official code for `Visual Attention Emerges from Recurrent Sparse Reconstruction' (ICML 2022)☆35Updated 2 years ago
- PyTorch implementation of the paper "No reason for no supervision: Improving the generalization of supervised models"☆19Updated 2 years ago
- ☆32Updated 2 years ago
- project page: https://nv-tlabs.github.io/big-datasetgan/☆89Updated 2 years ago
- Code for the paper Self-Supervised Learning of Split Invariant Equivariant Representations☆28Updated last year
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆24Updated 3 years ago
- ☆34Updated last year
- ☆32Updated 11 months ago
- ☆17Updated 2 years ago
- PyTorch code and pretrained weights for the UNIC models.☆27Updated 6 months ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆40Updated last year
- ☆7Updated 2 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆43Updated 3 years ago
- Local Temperature Scaling for Probability Calibration☆21Updated 3 years ago
- Generalizable Semantic Segmentation viaModel-agnostic Learning and Target-specificNormalization☆28Updated 4 years ago
- Anytime Dense Prediction with Confidence Adaptivity (ICLR 2022)☆50Updated 6 months ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆50Updated 2 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆34Updated last year