← Authors

Gerard Pons-Moll

53 papers · 2014–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (45) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (25) πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (29) 🀝 Dynamic Duo (14) πŸ’Ž Century Club (53) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (204) ❓ The Questioner ⚑ Prolific Year (7) πŸš€ Conference Pioneer

Conferences

CVPR (25) ECCV (14) ICCV (8) NIPS (4) WACV (2)

Top co-authors

Bharat Lal Bhatnagar (14) Christian Theobalt (9) Julian Chibane (6) Xianghui Xie (6) Riccardo Marin (5) Michael J. Black (5) Garvita Tiwari (5) Thiemo Alldieck (5) Jan Eric Lenssen (5) Tony Tung (4)

Research topics

Robotics (1)

Keywords

3d reconstruction (17) pose estimation (6) human pose estimation (5) smpl model (4) human-object interaction (4) neural rendering (4) diffusion model (4) novel view synthesis (3) neural network (3) non-rigid deformation (3) 3d human pose estimation (3) neural radiance field (3) body shape estimation (3) human pose (3) point cloud (3) implicit function (3) human body (3) monocular video (2) 3d generation (2) neural field (2)

Papers

ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting CVPR 2025
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions ICCV 2025
MVGBench: a Comprehensive Benchmark for Multi-view Generation Models ICCV 2025
NICP: Neural ICP for 3D Human Registration at Scale ECCV 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors CVPR 2024
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models NIPS 2024
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation NIPS 2024
Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering CVPR 2024
GEARS: Local Geometry-aware Hand-object Interaction Synthesis CVPR 2024
Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation CVPR 2024
Visibility Aware Human-Object Interaction Tracking From Single RGB Camera CVPR 2023
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation WACV 2023
NSF: Neural Surface Fields for Human Modeling from Monocular Depth ICCV 2023
Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone? CVPR 2023
"CHORE: Contact, Human and Object REconstruction from a Single RGB Image" ECCV 2022
Skeleton-Free Pose Transfer for Stylized 3D Characters ECCV 2022
TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement ECCV 2022
COUCH: Towards Controllable Human-Chair Interactions ECCV 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields ECCV 2022
Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes ECCV 2022
BEHAVE: Dataset and Method for Tracking Human Object Interactions CVPR 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting ECCV 2022
D-NeRF: Neural Radiance Fields for Dynamic Scenes CVPR 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes CVPR 2021
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-Localization in Large Scenes From Body-Mounted Sensors CVPR 2021
SMPLicit: Topology-Aware Generative Model for Clothed People CVPR 2021
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing ICCV 2021
DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction ECCV 2020
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing ECCV 2020
NASA Neural Articulated Shape Approximation ECCV 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes ECCV 2020
Kinematic 3D Object Detection in Monocular Video ECCV 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion CVPR 2020
Learning to Transfer Texture From Clothing Images to 3D Humans CVPR 2020
Learning to Dress 3D People in Generative Clothing CVPR 2020
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style CVPR 2020
Neural Unsigned Distance Fields for Implicit Function Learning NIPS 2020
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration NIPS 2020
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations CVPR 2019
Learning to Reconstruct People in Clothing From a Single RGB Camera CVPR 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image ICCV 2019
Multi-Garment Net: Learning to Dress 3D People From Images ICCV 2019
AMASS: Archive of Motion Capture As Surface Shapes ICCV 2019
SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera ECCV 2018
Video Based Reconstruction of 3D People Models CVPR 2018
DoubleFusion: Real-Time Capture of Human Performances With Inner Body Shapes From a Single Depth Sensor CVPR 2018
Dynamic FAUST: Registering Human Bodies in Motion CVPR 2017
A Generative Model of People in Clothing ICCV 2017
Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences CVPR 2017
Posebits for Monocular Human Pose Estimation CVPR 2014