ScorpioBao / Causal-Learning-and-Uncertainty-EstimationLinks
因果学习、不确定性估计相关资源（论文、代码、数据、博客等）
☆14Updated last year
Alternatives and similar repositories for Causal-Learning-and-Uncertainty-Estimation
Users that are interested in Causal-Learning-and-Uncertainty-Estimation are comparing it to the libraries listed below
Sorting:
- AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks☆31Updated 2 years ago
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆18Updated last year
- ☆14Updated 4 years ago
- The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning☆58Updated 9 months ago
- A curated publication list on evidential deep learning.☆128Updated 3 months ago
- [CVPR 2023] Code for our paper DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inversed Gram Matrices☆55Updated 2 years ago
- Geometric metrics for perceptual manifolds in deep neural networks☆26Updated last year
- Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.☆13Updated last year
- Multi-Instance Causal Representation Learning☆19Updated 9 months ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆28Updated 2 years ago
- NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation☆9Updated 4 months ago
- Code of CVPR 2023 paper Meta-causal Learning for Single Domain Generalization☆19Updated last year
- ☆109Updated 4 years ago
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.☆46Updated last year
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Updated 3 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Updated last year
- Translation of DeepJDOT into pytorch.☆10Updated 4 years ago
- Evidential Deep Learning in PyTorch☆62Updated 2 years ago
- Connectivity-contrastive learning (CCL)☆10Updated 2 years ago
- evclust : Python library for evidential clustering☆13Updated 5 months ago
- ☆72Updated 8 months ago
- ☆10Updated last year
- Survey for Distribution Shift☆19Updated 4 years ago
- Deep Clustering Analysis via Dual Variational Autoencoder with Spherical Latent Embeddings powered by@torch☆12Updated 3 years ago
- 【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".☆29Updated last year
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆54Updated last year
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆36Updated 2 years ago
- C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification☆55Updated 2 years ago
- This is an Uncertainty Study Arxiv☆11Updated 5 months ago
- My implementation of https://arxiv.org/abs/1910.02600 in pytorch. Based on https://github.com/aamini/evidential-deep-learning☆10Updated 4 years ago