Ben Ahlbrand
  • Bio
  • Papers
  • Blog
  • Experience
  • Projects
  • Projects
    • Pandas
    • PyTorch
    • scikit-learn
  • Experience
  • Blog
    • A Scalable and Production Ready Sky and Atmosphere Rendering Technique
    • C++ Synthesizer
    • CPU Pathtracer
    • Tutorial: Converting VDB files to NanoVDB via OpenVDB in C++
    • Quickstart: Renderdoc debugging OpenGL apps
    • Motion VAEs
    • FABRIK
    • Motion Matching
    • GLTF loader
    • Laplacian Smoothing
    • Procedural Geometry with Parametric Modeling
    • Tutorial: RNN Fantasy Character Name Generator Pytorch
    • Metaroom
    • Node Based Terrain Generator
    • Distributed Systems and Virtual Reality
    • Convergence
    • Little Big World - Ready Player Zero
    • Living at the Edge
    • Learning to Generate Chairs with Convolutional Neural Networks
    • Procedural Fungi Generation
    • FFT Tensendorf Ocean Simulation
    • Parallax Occlusion Mapping OpenGL
    • Non-Photorealistic Rendering
    • Procedural Night Sky
    • Environment Modeling in Unreal Engine 4
    • Procedural Music with markov chains
    • Unreal Engine game jams
    • Software Rasterizer
    • VR Online Multiplayer FPS Unreal Engine 4
    • Depth Peeler
    • Query By Humming engine
  • Publications
    • Zero-Shot Multi-Modal Artist-Controlled Retrieval and Exploration of 3D Object Sets
    • The Outpost
    • TopoGroups: Context-Preserving Visual Illustration of Multi-Scale Spatial Aggregates
    • A Visual Analytics Framework for Microblog Data Analysis at Multiple Scales of Aggregation
    • ParkAnalyzer: Characterizing the movement patterns of visitors VAST 2015 Mini-Challenge 1
    • Visual analytics for detecting communication patterns
    • Visual analytics of heterogeneous data for criminal event analysis VAST challenge 2015: Grand challenge
  • Recent & Upcoming Talks
    • Example Talk
  • Teaching
    • Learn JavaScript
    • Learn Python

Motion VAEs

Nov 27, 2021·
Ben Ahlbrand
Ben Ahlbrand
· 1 min read

motion VAE (neural net) locomotion sequence, blue is ground truth, red is prediction

here’s one where we fall over :(

Last updated on Jan 16, 2025
Motion Variational Autoencoder Vae Conditional Neural Network Motion Capture Motion Synthesis
Ben Ahlbrand
Authors
Ben Ahlbrand
Senior Research Scientist
← Quickstart: Renderdoc debugging OpenGL apps Jun 24, 2022
FABRIK Nov 10, 2021 →

© 2025 Benjamin Ahlbrand. This work is licensed under CC BY NC ND 4.0

Published with Hugo Blox Builder — the free, open source website builder that empowers creators.