Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
☆105Aug 14, 2020Updated 6 years ago
Alternatives and similar repositories for ebms_regression
Users that are interested in ebms_regression 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
- Noise Contrastive Estimation (NCE) in PyTorch☆33Jun 3, 2026Updated 4 months ago
- ☆36Oct 20, 2020Updated 5 years ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆46Sep 13, 2022Updated 4 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆70Apr 8, 2022Updated 4 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.
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆40Jul 25, 2024Updated 2 years ago
- ☆54Mar 17, 2021Updated 5 years ago
- Visual Tracking by TridenAlign and Context Embedding☆33Jul 15, 2020Updated 6 years ago
- ☆34Mar 13, 2022Updated 4 years ago
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆154Sep 17, 2019Updated 7 years ago
- Code for "ROAM: Recurrently Optimizing Tracking Model [CVPR2020]"☆37Nov 1, 2020Updated 5 years ago
- SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking(AAAI2020)☆58May 22, 2020Updated 6 years ago
- Learning the Model Update for Siamese Trackers (ICCV 2019)☆138Oct 24, 2019Updated 6 years ago
- Pytorch Re-Implementation | Deeper and Wider Siamese Networks for Real-Time Visual Tracking (CVPR2019)☆16Aug 5, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Nov 26, 2019Updated 6 years ago
- Code for paper "Adversarial score matching and improved sampling for image generation"☆127Jun 29, 2023Updated 3 years ago
- notebooks of cool EBM visualizations☆15Feb 12, 2021Updated 5 years ago
- Physarum Powered Differentiable Linear Programming Layers☆17Oct 27, 2021Updated 4 years ago
- ☆25Nov 7, 2020Updated 5 years ago
- PyTorch implementation of MLP-Mixer architecture.☆12May 24, 2021Updated 5 years ago
- Some toy examples of score matching algorithms written in PyTorch☆56Dec 21, 2021Updated 4 years ago
- Repository of NeurIPS 2019 paper "Calibration tests in multi-class classification: A unifying framework"☆17May 6, 2021Updated 5 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆68Mar 25, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Dec 9, 2020Updated 5 years ago
- Official PyTorch Implementation for "Joint 3D Tracking and Forecasting with Graph Neural Network and Diversity Sampling", In Submission☆41Mar 16, 2020Updated 6 years ago
- ☆33Feb 14, 2024Updated 2 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- Combination of SiamRPN and VGG☆38Apr 7, 2019Updated 7 years ago
- Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching☆27Aug 4, 2018Updated 8 years ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 6 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆18Oct 22, 2024Updated last year
- [BMVC'19] Tracking Holistic Object Representations☆154Sep 30, 2019Updated 7 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.
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- Code for paper "Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow"☆19Jul 7, 2020Updated 6 years ago
- ☆21Mar 15, 2023Updated 3 years ago
- ☆22May 3, 2022Updated 4 years ago
- Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'☆27Mar 12, 2021Updated 5 years ago
- Differentiable non-uniform interpolation: https://arxiv.org/abs/2012.13257☆11Oct 3, 2021Updated 5 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆44May 10, 2024Updated 2 years ago