Michael J. Black

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