mkirchhof / urlLinks
Uncertainty-aware representation learning (URL) benchmark
☆105Updated 9 months ago
Alternatives and similar repositories for url
Users that are interested in url are comparing it to the libraries listed below
Sorting:
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆71Updated 2 years ago
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704☆30Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆210Updated 2 years ago
- Visualizing representations with diffusion based conditional generative model.☆103Updated 2 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆42Updated 2 years ago
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactuals☆30Updated 3 years ago
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆55Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated last year
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆145Updated 2 years ago
- Code for Principal Masked Autoencoders☆30Updated 8 months ago
- [ICCV25] Official Implementation of LeGrad☆83Updated last year
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆26Updated last year
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 3 years ago
- (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks☆51Updated 2 years ago
- ☆32Updated last year
- ☆36Updated 3 years ago
- ☆110Updated 3 years ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]☆90Updated 2 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆72Updated 2 years ago
- Self-Supervised Learning in PyTorch☆142Updated last year
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆65Updated 2 years ago
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆108Updated 2 years ago
- Official PyTorch implementation of improved B-cos models☆55Updated 2 months ago
- Code for experiments to learn uncertainty☆30Updated 2 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆54Updated last year
- Visualizer for PyTorch image models☆44Updated 4 years ago
- This repository contains an official implementation of LPBNN.☆38Updated 2 years ago