Michael Black
6 papers · 2014–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
human pose estimation
(3)
representation learning
(1)
3d reconstruction
(1)
transfer learning
(1)
pose estimation
(1)
computer vision
(1)
particle filtering
(1)
density estimation
(1)
mode estimation
(1)
3d pose estimation
(1)
posterior inference
(1)
particle filter
(1)
max-product algorithm
(1)
shape estimation
(1)
generative model
(1)
graphical model
(1)
variational autoencoder
(1)
synthetic data
(1)
latent space
(1)
denoising diffusion model
(1)
Papers
OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics
WACV 2025
Generative Proxemics: A Prior for 3D Social Interaction from Images
CVPR 2024
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations
AAAI 2020
From Variational to Deterministic Autoencoders
ICLR 2020
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
ECCV 2018
Preserving Modes and Messages via Diverse Particle Selection
ICML 2014