Noise Contrastive Estimation (NCE) in PyTorch
☆32Mar 2, 2025Updated last year
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 4 years ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆21Mar 12, 2022Updated 4 years ago
- ☆37Oct 20, 2020Updated 5 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆17Oct 22, 2024Updated last year
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆39Jul 25, 2024Updated last year
- Some toy examples of score matching algorithms written in PyTorch☆55Dec 21, 2021Updated 4 years ago
- Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model …☆106Aug 14, 2020Updated 5 years ago
- PyTorch implementation of JEM++: Improved Techniques for Training JEM☆13Mar 11, 2023Updated 3 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆69Apr 8, 2022Updated 3 years ago
- ☆64Feb 7, 2024Updated 2 years ago
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆26Apr 27, 2021Updated 4 years ago
- ☆12Oct 20, 2020Updated 5 years ago
- Annealed Importance Sampling (AIS) for generative models.☆16Jul 20, 2018Updated 7 years ago
- ☆22Feb 4, 2025Updated last year
- ☆13Mar 2, 2023Updated 3 years ago
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆13Feb 4, 2023Updated 3 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆38Mar 24, 2023Updated 2 years ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Apr 13, 2024Updated last year
- Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting☆11Mar 24, 2023Updated 2 years ago
- Pharmacophore Elucidation with Convolutional Neural Networks and Reinforcement Learning☆17Apr 7, 2025Updated 11 months ago
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆11Jun 7, 2022Updated 3 years ago
- ☆54Mar 17, 2021Updated 5 years ago
- Pembrolizumab-like Antibody Hallucination using AlphaFold2☆15Nov 10, 2023Updated 2 years ago
- Some notes on ML papers/methods☆14Feb 11, 2019Updated 7 years ago
- Tutorial on deep generative models with experiments on MNIST☆11Nov 7, 2018Updated 7 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- A repo for various CAD stuff☆10Aug 19, 2019Updated 6 years ago
- ☆11Mar 13, 2021Updated 5 years ago
- Denoising Diffusion Implicit Models☆28Mar 30, 2021Updated 4 years ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Apr 27, 2021Updated 4 years ago
- Stochastic Normalizing Flows☆79Dec 9, 2021Updated 4 years ago
- Official Pytorch Implementation for the paper 'SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients'☆17Jan 12, 2022Updated 4 years ago
- ☆13Feb 2, 2022Updated 4 years ago
- Code accompanying our blog post on a stronger docking baseline for Alpha Fold 3 docking☆23Jun 7, 2024Updated last year
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)☆17Aug 22, 2025Updated 7 months ago
- NeurIPS2022: Constrained Update Projection Approach to Safe Policy Optimization☆13Apr 10, 2023Updated 2 years ago
- A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Superv…☆13Dec 13, 2021Updated 4 years ago
- MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price☆11Jun 13, 2022Updated 3 years ago