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.
☆22Oct 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Sep 18, 2020Updated 5 years ago
- [ICCVW 2021] Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement☆20Aug 18, 2021Updated 4 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Aug 5, 2022Updated 3 years ago
- ☆13Aug 25, 2023Updated 2 years ago
- ☆15Jan 12, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official PyTorch implementation on ID-GAN: High-Fidelity Synthesis with Disentangled Representation by Lee et al., 2020.☆30Aug 18, 2020Updated 5 years ago
- [AAAI2021] A repository of Contrastive Adversarial Learning for Person-independent FER☆16Jan 4, 2022Updated 4 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Feb 10, 2022Updated 4 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆15Dec 8, 2022Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Nov 2, 2021Updated 4 years ago
- Multi-mapping Image-to-Image Translation via Learning Disentanglement. NeurIPS2019☆113Jan 30, 2021Updated 5 years ago
- Official code for DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation☆44Dec 20, 2022Updated 3 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
- Spatial Decomposition and Transformation Network - TensorFlow☆14Dec 2, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Synthesized Rain dataset☆28Oct 11, 2023Updated 2 years ago
- ☆32Dec 10, 2020Updated 5 years ago
- ☆12Mar 28, 2022Updated 4 years ago
- SDNet Keras implementation☆44May 22, 2020Updated 6 years ago
- Pytorch implementation of Multi-Mapping Image-to-Image Translation with Central Biasing Normalization☆13Jun 27, 2018Updated 8 years ago
- Toward Spatially Unbiased Generative Models (ICCV 2021)☆90Sep 14, 2021Updated 4 years ago
- Accurate encoding of histologic images into StyleGAN space for discovery and explainability☆13Oct 8, 2025Updated 8 months ago
- 3D Reconstruction of Endoscopy Images with NeRF☆12Mar 21, 2024Updated 2 years ago
- SGD/ADAM/Amsgrad/AdamW/RAdam/Lookahead☆10Nov 18, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICCV 2021] Click to Move: Controlling Video Generation with Sparse Motion☆11Apr 14, 2023Updated 3 years ago
- The code for the Doing More With Less: A Multi-Task Deep Learning Approach in Plant Phenotyping paper, Frontiers in Plant Science☆16Jan 10, 2020Updated 6 years ago
- ☆11Nov 18, 2024Updated last year
- ☆11Jul 28, 2021Updated 4 years ago
- Domain Generalization via Entropy Regularization, NeurIPS'20☆66Dec 1, 2020Updated 5 years ago
- [NeurIPS 2024 Spotlight] code for "Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement"☆20Jan 26, 2025Updated last year
- [NeurIPS 2022] (Amortized) distributional control for pre-trained generative models☆121Sep 4, 2023Updated 2 years ago
- A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"☆12Mar 23, 2021Updated 5 years ago
- Mapping Echo Chambers In Large Networks☆11Nov 8, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Showing full TensorBoard support in Tensorflow for a CNN using MNIST data.☆13Oct 19, 2019Updated 6 years ago
- M2GNN☆13Apr 16, 2023Updated 3 years ago
- [ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition☆80Dec 1, 2023Updated 2 years ago
- KTH Deep Learning advanced (DD2412) project. Task: Reproducing FixMatch and investigating on Noisy (Pseudo) Labels and confirmation Erro…☆10Jul 15, 2021Updated 4 years ago
- Learning Deep Parsimonious Representations, Deep Learning, Clustering, NIPS 2016☆14Dec 25, 2019Updated 6 years ago
- Python scripts to facilitate easy working☆11Mar 23, 2026Updated 3 months ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Nov 17, 2021Updated 4 years ago