- (Theme 1) Deep Energy-Based Model
- Energy-Based Generative ConvNet for Images and Theoretical Foundation (ICML 2016 by Xie et al. )
- Energy-Based Generative Spatial-Temporal ConvNet for Videos (CVPR 2017, TPAMI 2020 by Xie et al. )
- Energy-Based Generative VoxelNet for 3D Volumetric Shapes (CVPR 2018, TPAMI 2020 by Xie et al. )
- Energy-Based Generative PointNet for Unordered 3D Point Clouds (CVPR 2021 by Xie et al. )
- Energy-Based Patchwise Generative ConvNet for Deep Internal Learning (CVPR 2021 by Zheng et al. )
- Energy-Based Inverse Optimal Control for Trajectory Prediction (TNNLS 2022 by Xu et al. )
- Energy-Based Generative ConvNet for High-Fidelity Image Synthesis (ICLR 2021 by Zhao et al. )



Examples of energy-based synthesis of textures, objects, faces, scenes, videos, 3D voxels, unordered point clouds, trajectories, and unpaired image-to-image tanslation.