← Authors

Otmar Hilliges

67 papers · 2017–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (60) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (8) 🏠 Conference Loyalist (26) πŸ‘₯ Mega-Team (24) 🀝 Dynamic Duo (26) πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (7) πŸ’Ž Century Club (67) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (209)

Conferences

CVPR (26) ECCV (17) ICCV (16) ICLR (5) NIPS (3)

Top co-authors

Jie Song (26) Michael J. Black (14) Xu Chen (12) Manuel Kaufmann (10) Chen Guo (10) Tianjian Jiang (8) Xucong Zhang (6) Xi Wang (6) Emre Aksan (6) Seonwook Park (6)

Keywords

3d reconstruction (11) neural radiance field (10) generative model (7) 3d avatar (7) human pose estimation (7) novel view synthesis (5) variational autoencoder (4) neural avatar (3) motion capture (3) volume rendering (3) neural rendering (3) monocular video (3) smpl model (3) human avatar (3) hand-object interaction (3) latent space (3) hand pose estimation (3) gaze estimation (3) 3d human pose estimation (2) reinforcement learning (2)

Papers

Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction ICLR 2025
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models ICLR 2025
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models ICLR 2025
WANDR: Intention-guided Human Motion Generation CVPR 2024
HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video CVPR 2024
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion CVPR 2024
4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations CVPR 2024
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild CVPR 2024
GraspXL: Generating Grasping Motions for Diverse Objects at Scale ECCV 2024
Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects ECCV 2024
Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation CVPR 2024
Human Hair Reconstruction with Strand-Aligned 3D Gaussians ECCV 2024
ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild ECCV 2024
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling ICLR 2024
PALM: Predicting Actions through Language Models ECCV 2024
HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos ECCV 2024
AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos ECCV 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NIPS 2024
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation ECCV 2024
A Unified Approach for Text- and Image-guided 4D Scene Generation CVPR 2024
Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles CVPR 2024
AG3D: Learning to Generate 3D Avatars from 2D Image Collections ICCV 2023
HARP: Personalized Hand Reconstruction From a Monocular RGB Video CVPR 2023
DINER: Depth-Aware Image-Based NEural Radiance Fields CVPR 2023
Learning Locally Editable Virtual Humans CVPR 2023
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation CVPR 2023
X-Avatar: Expressive Human Avatars CVPR 2023
Learning Human-to-Robot Handovers From Point Clouds CVPR 2023
InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds CVPR 2023
Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023
Hi4D: 4D Instance Segmentation of Close Human Interaction CVPR 2023
PointAvatar: Deformable Point-Based Head Avatars From Videos CVPR 2023
GazeNeRF: 3D-Aware Gaze Redirection With Neural Radiance Fields CVPR 2023
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics CVPR 2023
Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis ICCV 2023
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild ICCV 2023
Human from Blur: Human Pose Tracking from Blurry Images ICCV 2023
LiP-Flow: Learning Inference-Time Priors for Codec Avatars via Normalizing Flows in Latent Space ECCV 2022
I M Avatar: Implicit Morphable Head Avatars From Videos CVPR 2022
gDNA: Towards Generative Detailed Neural Avatars CVPR 2022
PINA: Learning a Personalized Implicit Neural Avatar From a Single RGB-D Video Sequence CVPR 2022
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions CVPR 2022
SAGA: Stochastic Whole-Body Grasping with Contact ECCV 2022
SPEC: Seeing People in the Wild With an Estimated Camera ICCV 2021
Shape-Aware Multi-Person Pose Estimation From Multi-View Images ICCV 2021
VariTex: Variational Neural Face Textures ICCV 2021
PARE: Part Attention Regressor for 3D Human Body Estimation ICCV 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes ICCV 2021
EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers ICCV 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis ECCV 2020
CoSE: Compositional Stroke Embeddings NIPS 2020
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation ECCV 2020
Towards End-to-end Video-based Eye-Tracking ECCV 2020
Self-Learning Transformations for Improving Gaze and Head Redirection NIPS 2020
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints ECCV 2020
Human Body Model Fitting by Learned Gradient Descent ECCV 2020
STCN: Stochastic Temporal Convolutional Networks ICLR 2019
Monocular Neural Image Based Rendering With Continuous View Control ICCV 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks ICCV 2019
Structured Prediction Helps 3D Human Motion Modelling ICCV 2019
Few-Shot Adaptive Gaze Estimation ICCV 2019
End-to-End Learning for Graph Decomposition ICCV 2019
Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility ECCV 2018
Deep Pictorial Gaze Estimation ECCV 2018
Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos CVPR 2017