← Authors

Michael J. Black

150 papers · 2006–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (19) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🏠 Conference Loyalist (83) 🌟 Keyword Trendsetter Combo (16) 🀝 Dynamic Duo (20) 🌱 Topic Pioneer πŸ† Keyword Champion πŸ”¬ Deep Specialist (72) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (14) ⚑ Prolific Year (5) ❓ The Questioner πŸ’Ž Century Club (150) πŸ—ƒοΈ Keyword Collector (72)

Conferences

CVPR (83) ICCV (34) ECCV (14) NIPS (10) ICLR (4) WACV (3) AAAI (1) MICCAI (1)

Top co-authors

Dimitrios Tzionas (20) Otmar Hilliges (14) Timo Bolkart (14) Silvia Zuffi (13) Jinlong Yang (10) Yao Feng (10) Siyu Tang (10) Chun-Hao P. Huang (10) Muhammed Kocabas (9) Haiwen Feng (9)

Research topics

Applications (1) Core AI (1)

Keywords

3d reconstruction (32) human pose estimation (28) pose estimation (20) motion capture (11) optical flow (11) shape estimation (11) 3d pose estimation (11) variational autoencoder (9) 3d human pose estimation (8) generative model (7) scene understanding (7) 3d human pose (6) motion estimation (6) convolutional neural network (6) point cloud (6) 3d avatar (6) neural network (6) smpl model (5) human pose (5) computer vision (5)

Papers

Reconstructing Animals and the Wild CVPR 2025
ChatHuman: Chatting about 3D Humans with Tools CVPR 2025
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025
PromptHMR: Promptable Human Mesh Recovery CVPR 2025
PICO: Reconstructing 3D People In Contact with Objects CVPR 2025
DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models CVPR 2025
MoGA: 3D Generative Avatar Prior for Monocular Gaussian Avatar Reconstruction ICCV 2025
Generative Zoo ICCV 2025
Can Large Language Models Understand Symbolic Graphics Programs? ICLR 2025
PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning ICCV 2025
Im2Haircut: Single-view Strand-based Hair Reconstruction for Human Avatars ICCV 2025
St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World ICCV 2025
ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness ICCV 2025
Contact-Aware Refinement of Human Pose Pseudo-Ground Truth via Bioimpedance Sensing ICCV 2025
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models CVPR 2025
InteractVLM: 3D Interaction Reasoning from 2D Foundational Models CVPR 2025
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes CVPR 2024
WANDR: Intention-guided Human Motion Generation CVPR 2024
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion CVPR 2024
HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024
Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles CVPR 2024
Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion CVPR 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024
Adversarial Likelihood Estimation With One-Way Flows WACV 2024
HMP: Hand Motion Priors for Pose and Shape Estimation From Video WACV 2024
On predicting 3D bone locations inside the human body MICCAI 2024
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization ICLR 2024
Ghost on the Shell: An Expressive Representation of General 3D Shapes ICLR 2024
Synthesizing Environment-Specific People in Photographs ECCV 2024
Explorative Inbetweening of Time and Space ECCV 2024
AWOL: Analysis WithOut synthesis using Language ECCV 2024
Human Hair Reconstruction with Strand-Aligned 3D Gaussians ECCV 2024
HUMOS: Human Motion Model Conditioned on Body Shape ECCV 2024
Generating Human Interaction Motions in Scenes with Text Control ECCV 2024
VAREN: Very Accurate and Realistic Equine Network CVPR 2024
ChatPose: Chatting about 3D Human Pose CVPR 2024
HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video CVPR 2024
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling CVPR 2024
AG3D: Learning to Generate 3D Avatars from 2D Image Collections ICCV 2023
ECON: Explicit Clothed Humans Optimized via Normal Integration CVPR 2023
Reconstructing Signing Avatars From Video Using Linguistic Priors CVPR 2023
3D Human Pose Estimation via Intuitive Physics CVPR 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation CVPR 2023
TRACE: 5D Temporal Regression of Avatars With Dynamic Cameras in 3D Environments CVPR 2023
Generating Holistic 3D Human Motion From Speech CVPR 2023
BITE: Beyond Priors for Improved Three-D Dog Pose Estimation CVPR 2023
MIME: Human-Aware 3D Scene Generation CVPR 2023
PointAvatar: Deformable Point-Based Head Avatars From Videos CVPR 2023
Detecting Human-Object Contact in Images CVPR 2023
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics CVPR 2023
Instant Multi-View Head Capture Through Learnable Registration CVPR 2023
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis ICCV 2023
Pairwise Similarity Learning is SimPLE ICCV 2023
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild ICCV 2023
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance ICCV 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation ICCV 2023
MeshDiffusion: Score-based Generative 3D Mesh Modeling ICLR 2023
Accurate 3D Body Shape Regression Using Metric and Semantic Attributes CVPR 2022
BARC: Learning To Regress 3D Dog Shape From Images by Exploiting Breed Information CVPR 2022
ICON: Implicit Clothed Humans Obtained From Normals CVPR 2022
gDNA: Towards Generative Detailed Neural Avatars CVPR 2022
OSSO: Obtaining Skeletal Shape From Outside CVPR 2022
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping CVPR 2022
SUPR: A Sparse Unified Part-Based Human Representation ECCV 2022
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation ECCV 2022
TEMOS: Generating Diverse Human Motions from Textual Descriptions ECCV 2022
EMOCA: Emotion Driven Monocular Face Capture and Animation CVPR 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact CVPR 2022
Putting People in Their Place: Monocular Regression of 3D People in Depth CVPR 2022
I M Avatar: Implicit Morphable Head Avatars From Videos CVPR 2022
Human-Aware Object Placement for Visual Environment Reconstruction CVPR 2022
SPEC: Seeing People in the Wild With an Estimated Camera ICCV 2021
The Power of Points for Modeling Humans in Clothing ICCV 2021
Monocular, One-Stage, Regression of Multiple 3D People ICCV 2021
Stochastic Scene-Aware Motion Prediction ICCV 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes ICCV 2021
Action-Conditioned 3D Human Motion Synthesis With Transformer VAE ICCV 2021
Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency ICCV 2021
PARE: Part Attention Regressor for 3D Human Body Estimation ICCV 2021
SOMA: Solving Optical Marker-Based MoCap Automatically ICCV 2021
Learning To Regress Bodies From Images Using Differentiable Semantic Rendering ICCV 2021
SMPLpix: Neural Avatars From 3D Human Models WACV 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements CVPR 2021
On Self-Contact and Human Pose CVPR 2021
BABEL: Bodies, Action and Behavior With English Labels CVPR 2021
We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021
AGORA: Avatars in Geography Optimized for Regression Analysis CVPR 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks CVPR 2021
Populating 3D Scenes by Learning Human-Scene Interaction CVPR 2021
LEAP: Learning Articulated Occupancy of People CVPR 2021
GRAB: A Dataset of Whole-Body Human Grasping of Objects ECCV 2020
Monocular Expressive Body Regression through Body-Driven Attention ECCV 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation CVPR 2020
Generating 3D People in Scenes Without People CVPR 2020
Learning to Dress 3D People in Generative Clothing CVPR 2020
STAR: Sparse Trained Articulated Human Body Regressor ECCV 2020
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Learning Joint Reconstruction of Hands and Manipulated Objects CVPR 2019
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image CVPR 2019
Capture, Learning, and Synthesis of 3D Speaking Styles CVPR 2019
Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision CVPR 2019
Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles ICCV 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop ICCV 2019
Resolving 3D Human Pose Ambiguities With 3D Scene Constraints ICCV 2019
Attacking Optical Flow ICCV 2019
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild" ICCV 2019
AMASS: Archive of Motion Capture As Surface Shapes ICCV 2019
End-to-End Learning for Graph Decomposition ICCV 2019
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation CVPR 2019
Generating 3D Faces using Convolutional Mesh Autoencoders ECCV 2018
End-to-End Recovery of Human Shape and Pose CVPR 2018
Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Shape From Images CVPR 2018
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera ECCV 2018
3D Menagerie: Modeling the 3D Shape and Pose of Animals CVPR 2017
Learning From Synthetic Humans CVPR 2017
Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels CVPR 2017
On Human Motion Prediction Using Recurrent Neural Networks CVPR 2017
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data CVPR 2017
Optical Flow Estimation Using a Spatial Pyramid Network CVPR 2017
Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences CVPR 2017
Optical Flow in Mostly Rigid Scenes CVPR 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017
Deep Representation Learning for Human Motion Prediction and Classification CVPR 2017
Dynamic FAUST: Registering Human Bodies in Motion CVPR 2017
Occlusion Boundary Detection via Deep Exploration of Context CVPR 2016
Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction CVPR 2016
Video Segmentation via Object Flow CVPR 2016
Optical Flow With Semantic Segmentation and Localized Layers CVPR 2016
Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences ICCV 2015
Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015
Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction CVPR 2015
Intrinsic Depth: Improving Depth Transfer With Intrinsic Images ICCV 2015
The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015
FAUST: Dataset and Evaluation for 3D Mesh Registration CVPR 2014
Model Transport: Towards Scalable Transfer Learning on Manifolds CVPR 2014
Grassmann Averages for Scalable Robust PCA CVPR 2014
Estimating Human Pose with Flowing Puppets ICCV 2013
A Fully-Connected Layered Model of Foreground and Background Flow CVPR 2013
Towards Understanding Action Recognition ICCV 2013
From Deformations to Parts: Motion-based Segmentation of 3D Objects NIPS 2012
A Geometric take on Metric Learning NIPS 2012
Synergies in learning words and their referents NIPS 2010
Layered image motion with explicit occlusions, temporal consistency, and depth ordering NIPS 2010
Explaining human multiple object tracking as resource-constrained approximate inference in a dynamic probabilistic model NIPS 2009
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NIPS 2009
An Additive Latent Feature Model for Transparent Object Recognition NIPS 2009
A Bayesian Framework for Cross-Situational Word-Learning NIPS 2007
Combined discriminative and generative articulated pose and non-rigid shape estimation NIPS 2007
Nonlinear physically-based models for decoding motor-cortical population activity NIPS 2006