This repository constists of the implementations of the Distance Correlation (DC) and Information Over Bias (IOB) metrics proposed in [link]. The two metrics can be used to assess the level of disentanglement between spatial content and vector style representations. Both metrics are ready to use with PyTorch and TensorFlow implementations.
☆23Oct 16, 2021Updated 4 years ago
Alternatives and similar repositories for CSDisentanglement_Metrics_Library
Users that are interested in CSDisentanglement_Metrics_Library are comparing it to the libraries listed below
Sorting:
- [ICCVW 2021] Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement☆20Aug 18, 2021Updated 4 years ago
- ☆13Aug 25, 2023Updated 2 years ago
- Official PyTorch implementation on ID-GAN: High-Fidelity Synthesis with Disentangled Representation by Lee et al., 2020.☆30Aug 18, 2020Updated 5 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Aug 5, 2022Updated 3 years ago
- [AAAI2021] A repository of Contrastive Adversarial Learning for Person-independent FER☆16Jan 4, 2022Updated 4 years ago
- Spatial Decomposition Network (SDNet) for content (anatomy) and style (modality) disentanglement☆23Aug 19, 2022Updated 3 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Feb 10, 2022Updated 4 years ago
- Synthesized Rain dataset☆26Oct 11, 2023Updated 2 years ago
- ☆55Oct 17, 2020Updated 5 years ago
- [NeurIPS 2022] (Amortized) distributional control for pre-trained generative models☆121Sep 4, 2023Updated 2 years ago
- Multi-mapping Image-to-Image Translation via Learning Disentanglement. NeurIPS2019☆113Jan 30, 2021Updated 5 years ago
- ☆32Dec 10, 2020Updated 5 years ago
- ☆11Feb 28, 2024Updated 2 years ago
- A pytorch image classifier for the recognising letters from the notMNIST dataset☆11Jan 4, 2019Updated 7 years ago
- Teaching Categories to Human Learners with Visual Explanations - CVPR 2018☆11Jun 21, 2022Updated 3 years ago
- ☆42Jan 22, 2024Updated 2 years ago
- Curriculum by Smoothing (NeurIPS 2020)☆40Dec 6, 2020Updated 5 years ago
- Pytorch implementation of EasyPositiveHardNegative(EPHN)☆41Jul 3, 2020Updated 5 years ago
- Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)☆39Mar 30, 2020Updated 5 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Nov 2, 2021Updated 4 years ago
- [NeurIPS 2022] disentanglement evaluation robust to model dimension variance.☆10Sep 21, 2022Updated 3 years ago
- ☆11Aug 7, 2020Updated 5 years ago
- [Main EMNLP'25] LLMs do Multi-Label Classification Differently☆14Updated this week
- A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"☆12Mar 23, 2021Updated 4 years ago
- pytorch implementation for "Mutual Information Neural Estimation"☆11Dec 13, 2019Updated 6 years ago
- Baseline implementations on the MuMiN dataset☆10Oct 18, 2023Updated 2 years ago
- A metric learning method to learn a provably robust Mahalanobis distance☆10Jan 29, 2022Updated 4 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Jan 20, 2022Updated 4 years ago
- Mapping Echo Chambers In Large Networks☆11Nov 8, 2024Updated last year
- Python scripts to facilitate easy working☆11Jun 24, 2024Updated last year
- ☆10Feb 19, 2019Updated 7 years ago
- Code for the EMNLP 2021 Oral paper "Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search" https://arx…☆12Feb 6, 2023Updated 3 years ago
- Metric Learning Library for Keras☆10Apr 24, 2019Updated 6 years ago
- An example Vim plugin for asynchronous script runner☆15Oct 7, 2018Updated 7 years ago
- ☆10Nov 18, 2024Updated last year
- Implementation of IODINE model☆10Jun 7, 2019Updated 6 years ago
- [ICMI2017] EmotiW 2017 Challenge (INHA University)☆10Jun 10, 2018Updated 7 years ago
- Real(ish)-time position based fluid simulation☆10Apr 30, 2015Updated 10 years ago
- Showing full TensorBoard support in Tensorflow for a CNN using MNIST data.☆13Oct 19, 2019Updated 6 years ago