Noise Contrastive Estimation (NCE) in PyTorch
☆33Jun 3, 2026Updated 4 months ago
Alternatives and similar repositories for nce
Users that are interested in nce are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Energy Based Models are a quite novel technique for density estimation. In this university project I explore this new research topic and …☆16Jul 6, 2021Updated 5 years ago
- ☆23Sep 24, 2021Updated 5 years ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆23Mar 12, 2022Updated 4 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆18Oct 22, 2024Updated last year
- ☆36Oct 20, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Some toy examples of score matching algorithms written in PyTorch☆56Dec 21, 2021Updated 4 years ago
- Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data☆11May 20, 2022Updated 4 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆68Mar 25, 2019Updated 7 years ago
- Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model …☆105Aug 14, 2020Updated 6 years ago
- Simple illustrative examples for energy-based models in PyTorch☆67Feb 12, 2020Updated 6 years ago
- PyTorch implementation of JEM++: Improved Techniques for Training JEM☆13Mar 11, 2023Updated 3 years ago
- PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.☆53May 14, 2021Updated 5 years ago
- ☆64Feb 7, 2024Updated 2 years ago
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆26Apr 27, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆436Sep 16, 2022Updated 4 years ago
- ☆12Oct 20, 2020Updated 5 years ago
- Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models☆30May 31, 2022Updated 4 years ago
- The Noise Contrastive Estimation for softmax output written in Pytorch☆319Nov 6, 2019Updated 6 years ago
- Annealed Importance Sampling (AIS) for generative models.☆16Jul 20, 2018Updated 8 years ago
- ☆23Feb 4, 2025Updated last year
- Official Release of "Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling"☆49Jul 8, 2020Updated 6 years ago
- [NeurIPS 2021] Self-Supervised GANs with Label Augmentation☆22Apr 27, 2023Updated 3 years ago
- The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight…☆57Oct 5, 2022Updated 4 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.
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆13Feb 4, 2023Updated 3 years ago
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆15Jun 7, 2022Updated 4 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆38Mar 24, 2023Updated 3 years ago
- Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting☆11Mar 24, 2023Updated 3 years ago
- "Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling"☆11Aug 16, 2022Updated 4 years ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆14Apr 9, 2024Updated 2 years ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Apr 13, 2024Updated 2 years ago
- ☆54Mar 17, 2021Updated 5 years ago
- Pembrolizumab-like Antibody Hallucination using AlphaFold2☆16Nov 10, 2023Updated 2 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.
- Tutorial on deep generative models with experiments on MNIST☆11Nov 7, 2018Updated 7 years ago
- ☆11Mar 13, 2021Updated 5 years ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Apr 27, 2021Updated 5 years ago
- Denoising Diffusion Implicit Models☆28Mar 30, 2021Updated 5 years ago
- Stochastic Normalizing Flows☆80Dec 9, 2021Updated 4 years ago
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)☆17Aug 22, 2025Updated last year
- MIGSAA Project 2 - Langevin Monte Carlo Algorithms☆15Jul 25, 2023Updated 3 years ago