Name Venue Year citations
PromptHMR: Promptable Human Mesh Recovery. CVPR 2025 31
DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models. CVPR 2025 9
PICO: Reconstructing 3D People In Contact with Objects. CVPR 2025 11
InteractVLM: 3D Interaction Reasoning from 2D Foundational Models. CVPR 2025 9
Reconstructing Animals and the Wild. CVPR 2025 0
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models. CVPR 2025 0
ChatHuman: Chatting about 3D Humans with Tools. CVPR 2025 0
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models. CVPR 2025 0
Can Large Language Models Understand Symbolic Graphics Programs? ICLR 2025 0
Generating Human Interaction Motions in Scenes with Text Control. ECCV 2024 76
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation. CVPR 2024 83
Human Hair Reconstruction with Strand-Aligned 3D Gaussians. ECCV 2024 31
HUMOS: Human Motion Model Conditioned on Body Shape. ECCV 2024 15
VAREN: Very Accurate and Realistic Equine Network. CVPR 2024 24
AWOL: Analysis WithOut Synthesis Using Language. ECCV 2024 8
WANDR: Intention-guided Human Motion Generation. CVPR 2024 30
Explorative Inbetweening of Time and Space. ECCV 2024 13
HIT: Estimating Internal Human Implicit Tissues from the Body Surface. CVPR 2024 7
Synthesizing Environment-Specific People in Photographs. ECCV 2024 0
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling. CVPR 2024 0
HOLD: Category-Agnostic 3D Reconstruction of Interacting Hands and Objects from Video. CVPR 2024 0
Text-Conditioned Generative Model of 3D Strand-Based Human Hairstyles. CVPR 2024 0
ChatPose: Chatting about 3D Human Pose. CVPR 2024 0
WHAM: Reconstructing World-Grounded Humans with Accurate 3D Motion. CVPR 2024 0
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes. CVPR 2024 0
Emotional Speech-Driven 3D Body Animation via Disentangled Latent Diffusion. CVPR 2024 0
Generative Proxemics: A Prior for 3D Social Interaction from Images. CVPR 2024 0
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. ICLR 2024 0
Ghost on the Shell: An Expressive Representation of General 3D Shapes. ICLR 2024 0
MeshDiffusion: Score-based Generative 3D Mesh Modeling. ICLR 2023 219
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance. ICCV 2023 16
3D Human Pose Estimation via Intuitive Physics. CVPR 2023 0
BITE: Beyond Priors for Improved Three-D Dog Pose Estimation. CVPR 2023 39
Pairwise Similarity Learning is SimPLE. ICCV 2023 9
Detecting Human-Object Contact in Images. CVPR 2023 44
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion. CVPR 2023 230
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments. CVPR 2023 94
Instant Multi-View Head Capture through Learnable Registration. CVPR 2023 28
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation. ICCV 2023 64
Reconstructing Signing Avatars from Video Using Linguistic Priors. CVPR 2023 17
AG3D: Learning to Generate 3D Avatars from 2D Image Collections. ICCV 2023 75
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis. ICCV 2023 173
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild. ICCV 2023 41
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR 2023 0
ECON: Explicit Clothed humans Optimized via Normal integration. CVPR 2023 0
MIME: Human-Aware 3D Scene Generation. CVPR 2023 0
Generating Holistic 3D Human Motion from Speech. CVPR 2023 0
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics. CVPR 2023 0
PointAvatar: Deformable Point-Based Head Avatars from Videos. CVPR 2023 0
Viewpoint-Driven Formation Control of Airships for Cooperative Target Tracking. IEEE Robotics and Automation Letters 2023 0
SmartMocap: Joint Estimation of Human and Camera Motion Using Uncalibrated RGB Cameras. IEEE Robotics and Automation Letters 2023 0
Fast-SNARF: A Fast Deformer for Articulated Neural Fields. TPAMI 2023 0
Capturing and Inferring Dense Full-Body Human-Scene Contact. CVPR 2022 169
Human-Aware Object Placement for Visual Environment Reconstruction. CVPR 2022 70
EMOCA: Emotion Driven Monocular Face Capture and Animation. CVPR 2022 300
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation. IEEE Robotics and Automation Letters 2022 32
gDNA: Towards Generative Detailed Neural Avatars. CVPR 2022 99
TEMOS: Generating Diverse Human Motions from Textual Descriptions. ECCV 2022 536
Accurate 3D Body Shape Regression using Metric and Semantic Attributes. CVPR 2022 70
SUPR: A Sparse Unified Part-Based Human Representation. ECCV 2022 31
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information. CVPR 2022 56
Deep Residual Reinforcement Learning based Autonomous Blimp Control. IROS 2022 20
OSSO: Obtaining Skeletal Shape from Outside. CVPR 2022 42
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation. ECCV 2022 46
ICON: Implicit Clothed humans Obtained from Normals. CVPR 2022 0
Putting People in their Place: Monocular Regression of 3D People in Depth. CVPR 2022 0
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping. CVPR 2022 0
I M Avatar: Implicit Morphable Head Avatars from Videos. CVPR 2022 0
Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context. TPAMI 2022 0
iRotate: Active Visual SLAM for Omnidirectional Robots. Robotics and Autonomous Systems 2022 0
SPEC: Seeing People in the Wild with an Estimated Camera. ICCV 2021 175
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements. CVPR 2021 103
On Self-Contact and Human Pose. CVPR 2021 116
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes. ICCV 2021 263
Monocular, One-stage, Regression of Multiple 3D People. ICCV 2021 1
Learning to Regress Bodies from Images using Differentiable Semantic Rendering. ICCV 2021 62
PARE: Part Attention Regressor for 3D Human Body Estimation. ICCV 2021 488
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks. CVPR 2021 240
LEAP: Learning Articulated Occupancy of People. CVPR 2021 142
AGORA: Avatars in Geography Optimized for Regression Analysis. CVPR 2021 260
Stochastic Scene-Aware Motion Prediction. ICCV 2021 231
SOMA: Solving Optical Marker-Based MoCap Automatically. ICCV 2021 46
The Power of Points for Modeling Humans in Clothing. ICCV 2021 117
Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency. ICCV 2021 20
BABEL: Bodies, Action and Behavior With English Labels. CVPR 2021 294
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE. ICCV 2021 646
Populating 3D Scenes by Learning Human-Scene Interaction. CVPR 2021 0
We Are More Than Our Joints: Predicting How 3D Bodies Move. CVPR 2021 0
STAR: Sparse Trained Articulated Human Body Regressor. ECCV 2020 315
AirCapRL: Autonomous Aerial Human Motion Capture Using Deep Reinforcement Learning. IEEE Robotics and Automation Letters 2020 33
Monocular Expressive Body Regression Through Body-Driven Attention. ECCV 2020 273
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations. AAAI 2020 25
GRAB: A Dataset of Whole-Body Human Grasping of Objects. ECCV 2020 485
Learning to Dress 3D People in Generative Clothing. CVPR 2020 0
Generating 3D People in Scenes Without People. CVPR 2020 0
VIBE: Video Inference for Human Body Pose and Shape Estimation. CVPR 2020 0
From Variational to Deterministic Autoencoders. ICLR 2020 0
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences. TPAMI 2020 0
Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles. ICCV 2019 40
Attacking Optical Flow. ICCV 2019 92
Resolving 3D Human Pose Ambiguities With 3D Scene Constraints. ICCV 2019 365
Active Perception Based Formation Control for Multiple Aerial Vehicles. IEEE Robotics and Automation Letters 2019 69
Capture, Learning, and Synthesis of 3D Speaking Styles. CVPR 2019 413
Learning Joint Reconstruction of Hands and Manipulated Objects. CVPR 2019 619
AMASS: Archive of Motion Capture As Surface Shapes. ICCV 2019 1670
Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision. CVPR 2019 331
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop. ICCV 2019 1111
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image. CVPR 2019 2198
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders. AAAI 2019 0
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. CVPR 2019 0
End-to-End Learning for Graph Decomposition. ICCV 2019 0
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild". ICCV 2019 0
Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Shape From Images. CVPR 2018 153
Deep Neural Network-Based Cooperative Visual Tracking Through Multiple Micro Aerial Vehicles. IEEE Robotics and Automation Letters 2018 62
Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera. ECCV 2018 448
Customized Multi-person Tracker. ACCV 2018 54
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions. ECCV 2018 209
Generating 3D Faces Using Convolutional Mesh Autoencoders. ECCV 2018 619
End-to-End Recovery of Human Shape and Pose. CVPR 2018 0
Semantic Multi-view Stereo: Jointly Estimating Objects and Voxels. CVPR 2017 48
Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences. CVPR 2017 292
Dynamic FAUST: Registering Human Bodies in Motion. CVPR 2017 426
Deep Representation Learning for Human Motion Prediction and Classification. CVPR 2017 440
On Human Motion Prediction Using Recurrent Neural Networks. CVPR 2017 1020
Unite the People: Closing the Loop Between 3D and 2D Human Representations. CVPR 2017 576
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data. CVPR 2017 81
Learning from Synthetic Humans. CVPR 2017 1032
Optical Flow in Mostly Rigid Scenes. CVPR 2017 120
Optical Flow Estimation Using a Spatial Pyramid Network. CVPR 2017 0
3D Menagerie: Modeling the 3D Shape and Pose of Animals. CVPR 2017 0
Occlusion Boundary Detection via Deep Exploration of Context. CVPR 2016 30
Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction. CVPR 2016 33
Optical Flow with Semantic Segmentation and Localized Layers. CVPR 2016 188
Video Segmentation via Object Flow. CVPR 2016 358
Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image. ECCV 2016 1746
Scalable Robust Principal Component Analysis Using Grassmann Averages. TPAMI 2016 2
Pose-conditioned joint angle limits for 3D human pose reconstruction. CVPR 2015 467
Efficient sparse-to-dense optical flow estimation using a learned basis and layers. CVPR 2015 195
Intrinsic Depth: Improving Depth Transfer with Intrinsic Images. ICCV 2015 41
Detailed Full-Body Reconstructions of Moving People from Monocular RGB-D Sequences. ICCV 2015 225
The stitched puppet: A graphical model of 3D human shape and pose. CVPR 2015 148
OpenDR: An Approximate Differentiable Renderer. ECCV 2014 564
Modeling Blurred Video with Layers. ECCV 2014 107
Model Transport: Towards Scalable Transfer Learning on Manifolds. CVPR 2014 31
Preserving Modes and Messages via Diverse Particle Selection. ICML 2014 29
Optical Flow Estimation with Channel Constancy. ECCV 2014 40
Grassmann Averages for Scalable Robust PCA. CVPR 2014 63
FAUST: Dataset and Evaluation for 3D Mesh Registration. CVPR 2014 797
Intrinsic Video. ECCV 2014 44
Estimating Human Pose with Flowing Puppets. ICCV 2013 66
Towards Understanding Action Recognition. ICCV 2013 948
A Fully-Connected Layered Model of Foreground and Background Flow. CVPR 2013 111
Layered segmentation and optical flow estimation over time. CVPR 2012 145
From Deformations to Parts: Motion-based Segmentation of 3D Objects. NIPS/NeurIPS 2012 26
A Geometric take on Metric Learning. NIPS/NeurIPS 2012 83
From Pictorial Structures to deformable structures. CVPR 2012 72
Coregistration: Simultaneous Alignment and Modeling of Articulated 3D Shape. ECCV 2012 215
A Naturalistic Open Source Movie for Optical Flow Evaluation. ECCV 2012 2259
Lie Bodies: A Manifold Representation of 3D Human Shape. ECCV 2012 111
Home 3D body scans from noisy image and range data. ICCV 2011 343
Layered image motion with explicit occlusions, temporal consistency, and depth ordering. NIPS/NeurIPS 2010 152
Contour people: A parameterized model of 2D articulated human shape. CVPR 2010 55
Tracking people interacting with objects. CVPR 2010 51
Secrets of optical flow estimation and their principles. CVPR 2010 1621
A 2D Human Body Model Dressed in Eigen Clothing. ECCV 2010 59
Estimating human shape and pose from a single image. ICCV 2009 443
An Additive Latent Feature Model for Transparent Object Recognition. NIPS/NeurIPS 2009 82
Learning Optical Flow. ECCV 2008 297
The Naked Truth: Estimating Body Shape Under Clothing. ECCV 2008 214
Shining a Light on Human Pose: On Shadows, Shading and the Estimation of Pose and Shape. ICCV 2007 69
A Database and Evaluation Methodology for Optical Flow. ICCV 2007 2886
Steerable Random Fields. ICCV 2007 64
Detailed Human Shape and Pose from Images. CVPR 2007 362
Combined discriminative and generative articulated pose and non-rigid shape estimation. NIPS/NeurIPS 2007 239
Specular Flow and the Recovery of Surface Structure. CVPR 2006 96
Measure Locally, Reason Globally: Occlusion-sensitive Articulated Pose Estimation. CVPR 2006 259
Nonlinear physically-based models for decoding motor-cortical population activity. NIPS/NeurIPS 2006 6
An Adaptive Appearance Model Approach for Model-based Articulated Object Tracking. CVPR 2006 92
Efficient Belief Propagation with Learned Higher-Order Markov Random Fields. ECCV 2006 225
Modeling Neural Population Spiking Activity with Gibbs Distributions. NIPS/NeurIPS 2005 11
A Flow-Based Approach to Vehicle Detection and Background Mosaicking in Airborne Video. CVPR 2005 76
Fields of Experts: A Framework for Learning Image Priors. CVPR 2005 1229
On the Spatial Statistics of Optical Flow. ICCV 2005 110
Tracking Loose-Limbed People. CVPR 2004 461
Gibbs Likelihoods for Bayesian Tracking. CVPR 2004 39
Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation. NIPS/NeurIPS 2003 147
Image Statistics and Anisotropic Diffusion. ICCV 2003 72
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking. ECCV 2002 400
A Layered Motion Representation with Occlusion and Compact Spatial Support. ECCV 2002 70
Neural Decoding of Cursor Motion Using a Kalman Filter. NIPS/NeurIPS 2002 185
Automatic Detection and Tracking of Human Motion with a View-Based Representation. ECCV 2002 130
Robust Parameterized Component Analysis. ECCV 2002 33
Learning Image Statistics for Bayesian Tracking. ICCV 2001 140
Probabilistic Inference of Hand Motion from Neural Activity in Motor Cortex. NIPS/NeurIPS 2001 85
Robust Principal Component Analysis for Computer Vision. ICCV 2001 444
Dynamic Coupled Component Analysis. CVPR 2001 38
Learning and Tracking Cyclic Human Motion. NIPS/NeurIPS 2000 128
Stochastic Tracking of 3D Human Figures Using 2D Image Motion. ECCV 2000 866
Explaining Optical Flow Events with Parameterized Spatio-Temporal Models. CVPR 1999 68
Probabilistic Detection and Tracking of Motion Discontinuities. ICCV 1999 79
Motion Feature Detection Using Steerable Flow Fields. CVPR 1998 26
A Framework for Modeling Appearance Change in Image Sequences. ICCV 1998 78
Visual Surveillance of Human Activity. ACCV 1998 45
A Probabilistic Framework for Matching Temporal Trajectories: CONDENSATION-Based Recognition of Gestures and Expressions. ECCV 1998 255
Parameterized Modeling and Recognition of Activities. ICCV 1998 525
Analysis of Gesture and Action in Technical Talks for Video Indexing. CVPR 1997 54
Learning Parameterized Models of Image Motion. CVPR 1997 155
Skin and Bones: Multi-layer, Locally Affine, Optical Flow and Regularization with Transparency. CVPR 1996 175
Estimating Optical Flow in Segmented Images Using Variable-Order Parametric Models With Local Deformations. TPAMI 1996 232
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation. ECCV 1996 1383
Tracking and Recognizing Rigid and Non-Rigid Facial Motions Using Local Parametric Models of Image Motion. ICCV 1995 570
The outlier process: unifying line processes and robust statistics. CVPR 1994 70
Recursive Non-Linear Estimation of Discontinuous Flow Fields. ECCV 1994 80
A framework for the robust estimation of optical flow. ICCV 1993 578
Action Representation and Purpose: Re-evaluating the Foundations of Computational Vision. IJCAI 1993 6
Mixture models for optical flow computation. CVPR 1993 308
Combining Intensity and Motion for Incremental Segmentation and Tracking Over Long Image Sequences. ECCV 1992 103
Robust dynamic motion estimation over time. CVPR 1991 304
Constraints for the Early Detection of Discontinuity from Motion. AAAI 1990 30
A model for the detection of motion over time. ICCV 1990 61
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