energy-based-model topic
OWOD
(CVPR 2021 Oral) Open World Object Detection
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
intro_dgm
"Deep Generative Modeling": Introductory Examples
boltzmann-machines
Boltzmann Machines in TensorFlow with examples
accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...
ebms_regression
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
CDFL
Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)