mkirchhof / urlLinks
Uncertainty-aware representation learning (URL) benchmark
β106Updated 10 months ago
Alternatives and similar repositories for url
Users that are interested in url are comparing it to the libraries listed below
Sorting:
- π Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)β71Updated 2 years ago
- β32Updated last year
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguoβ¦β42Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.β210Updated 2 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.β40Updated 3 years ago
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactualsβ30Updated 3 years ago
- β111Updated 3 years ago
- Official PyTorch implementation of improved B-cos modelsβ55Updated last month
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertaintyβ147Updated 2 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in yβ¦β44Updated 3 years ago
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"β55Updated last year
- The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022β66Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classiβ¦β129Updated 3 years ago
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704β30Updated 2 years ago
- Self-Supervised Learning in PyTorchβ143Updated last year
- Visualizing representations with diffusion based conditional generative model.β105Updated 2 years ago
- Code for Principal Masked Autoencodersβ30Updated 10 months ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024β28Updated last year
- Personal implementation of ASIF by Antonio Norelliβ26Updated last year
- β36Updated 3 years ago
- Visual Representation Learning Benchmark for Self-Supervised Modelsβ35Updated last year
- [ICCV25] Official Implementation of LeGradβ86Updated last year
- Repository for the PopulAtion Parameter Averaging (PAPA) paperβ30Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer viβ¦β75Updated 3 years ago
- B-cos Networks: Alignment is All we Need for Interpretabilityβ114Updated 2 years ago
- Code for Neural Manifold Clustering and Embeddingβ62Updated 3 years ago
- Recycling diverse modelsβ46Updated 3 years ago
- Code release for "Semi-supervised learning made simple with self-supervised clustering"β60Updated 2 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratcβ¦β153Updated 3 years ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]β90Updated 2 years ago