This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).
☆22Apr 22, 2024Updated 2 years ago
Alternatives and similar repositories for ima-vae
Users that are interested in ima-vae are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Mar 16, 2023Updated 3 years ago
- ☆12Aug 19, 2025Updated last year
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆92Jul 31, 2024Updated 2 years ago
- A minimal Pytorch Implementation of Stochastically Quantized Variational AutoEncoder (SQ-VAE) by Sony☆33Oct 16, 2023Updated 2 years ago
- Official code for the paper "Provable Compositional Generalization for Object-Centric Learning" (ICLR 2024, oral)☆16Aug 26, 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.
- Active learning for optimal intervention design in causal models☆17Nov 8, 2023Updated 2 years ago
- Implementation of DEFT as a fork of RED-diff.☆15Dec 6, 2024Updated last year
- Supervised Training of Conditional Monge Maps☆20Oct 30, 2023Updated 2 years ago
- 🧮 Algebraic Positional Encodings.☆21Jun 5, 2026Updated 3 months ago
- [KDD 2023] Causal Inference via Style Transfer for Out-of-distribution Generalisation☆29Feb 29, 2024Updated 2 years ago
- Exercises for the Tutorial on Approximate Bayesian Inference at the Data Science Summer School 2018☆22Aug 6, 2018Updated 8 years ago
- Visualizing the latent space of generative models (VAE and BiGAN implemented here), as in latent vectors of testing images over the induc…☆18Apr 24, 2021Updated 5 years ago
- Quantile risk minimization☆26Aug 8, 2024Updated 2 years ago
- VAEs and nonlinear ICA: a unifying framework☆51Jul 8, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Jun 21, 2021Updated 5 years ago
- Connectivity-contrastive learning (CCL)☆12Feb 16, 2023Updated 3 years ago
- ☆14Feb 23, 2025Updated last year
- Exploring the Efficacy of Idiomify: How Effective is GPT-3 for Teaching Idioms to EFL Writers?☆16Aug 9, 2022Updated 4 years ago
- ☆12Oct 9, 2022Updated 3 years ago
- ☆15Jun 27, 2025Updated last year
- Finetuning Stable Diffusion from Diffusers☆11Mar 11, 2024Updated 2 years ago
- Code for the paper: Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization☆17Apr 24, 2020Updated 6 years ago
- Code of "A Geometric Perspective on Variational Autoencoders" (NeurIPS 2022)☆16Nov 19, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- scPRAM accurately predicts single-cell gene expression perturbation response based on attention mechanism☆19Oct 17, 2024Updated last year
- Quantification of Uncertainty with Adversarial Models☆29Jul 11, 2023Updated 3 years ago
- Variational Bayesian GP-LVM model in MATLAB.☆12Jun 8, 2015Updated 11 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆80Feb 11, 2025Updated last year
- code for paper: Identifiability Guarantees for Causal Disentanglement from Soft Interventions☆16Nov 27, 2023Updated 2 years ago
- Regulatory Temporal Interaction Network Inference☆16Mar 11, 2026Updated 6 months ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Dec 8, 2022Updated 3 years ago
- Official repository of 3DSRnet (ICIP 2019)☆11Jun 29, 2022Updated 4 years ago
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Jun 20, 2023Updated 3 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.
- ☆17Jan 30, 2026Updated 7 months ago
- LLM-Driven Multi-Agent Framework for Automated scRNA-Seq Data Analysis:The LLM-driven multi-agent framework for single-cell RNA sequencin…☆18Jun 11, 2026Updated 3 months ago
- ☆16Dec 18, 2024Updated last year
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 4 years ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- Github repo for the Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification, code and data | Paper: https://ar…☆14Apr 6, 2023Updated 3 years ago
- Official implementation of E(n)-equivariant Graph Neural Cellular Automata☆37Oct 3, 2025Updated 11 months ago