Hilliges, Otmar

69 publications

ICLR 2025 Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models Seyedmorteza Sadat, Otmar Hilliges, Romann M. Weber

ICLR 2025 Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel, Nikola Popovic, Christian Vater, Otmar Hilliges, Luc Van Gool, Xi Wang

ICLR 2025 No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat, Manuel Kansy, Otmar Hilliges, Romann M. Weber

ICLRW 2025 RILe: Reinforced Imitation Learning Berat Mert Albaba, Sammy Christen, Thomas Langerak, Christoph Gebhardt, Otmar Hilliges, Michael J. Black

CVPR 2024 4D-DRESS: A 4D Dataset of Real-World Human Clothing with Semantic Annotations Wenbo Wang, Hsuan-I Ho, Chen Guo, Boxiang Rong, Artur Grigorev, Jie Song, Juan Jose Zarate, Otmar Hilliges

CVPR 2024 A Unified Approach for Text- and Image-Guided 4D Scene Generation Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Otmar Hilliges, Shalini De Mello

ECCV 2024 AvatarPose: Avatar-Guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-View Videos Feichi Lu, Zijian Dong, Jie Song, Otmar Hilliges

ECCV 2024 Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects Zicong Fan, Takehiko Ohkawa, Linlin Yang, Nie Lin, Zhishan Zhou, Shihao Zhou, Jiajun Liang, Zhong Gao, Xuanyang Zhang, Xue Zhang, Fei Li, Liu Zheng, Feng Lu, Karim Abou Zeid, Bastian Leibe, Jeongwan On, Seungryul Baek, Aditya Prakash, Saurabh Gupta, Kun He, Yoichi Sato, Otmar Hilliges, Hyung Jin Chang, Angela Yao

ICLR 2024 CADS: Unleashing the Diversity of Diffusion Models Through Condition-Annealed Sampling Seyedmorteza Sadat, Jakob Buhmann, Derek Bradley, Otmar Hilliges, Romann M. Weber

ECCV 2024 GraspXL: Generating Grasping Motions for Diverse Objects at Scale Hui Zhang, Sammy Christen, Zicong Fan, Otmar Hilliges, Jie Song

CVPR 2024 HOLD: Category-Agnostic 3D Reconstruction of Interacting Hands and Objects from Video Zicong Fan, Maria Parelli, Maria Eleni Kadoglou, Xu Chen, Muhammed Kocabas, Michael J. Black, Otmar Hilliges

ECCV 2024 HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos Lixin Xue, Chen Guo, Chengwei Zheng, Fangjinhua Wang, Tianjian Jiang, Hsuan-I Ho, Manuel Kaufmann, Jie Song, Otmar Hilliges

ECCV 2024 Human Hair Reconstruction with Strand-Aligned 3D Gaussians Egor Zakharov, Vanessa Sklyarova, Michael J. Black, Giljoo Nam, Justus Thies, Otmar Hilliges

NeurIPS 2024 LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat, Jakob Buhmann, Derek Bradley, Otmar Hilliges, Romann M. Weber

CVPR 2024 MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild Zeren Jiang, Chen Guo, Manuel Kaufmann, Tianjian Jiang, Julien Valentin, Otmar Hilliges, Jie Song

ECCV 2024 PALM: Predicting Actions Through Language Models Sanghwan Kim, Daoji Huang, Yongqin Xian, Otmar Hilliges, Luc Van Gool, Xi Wang

ECCVW 2024 ROMEO: Revisiting Optimization Methods for Reconstructing 3D Human-Object Interaction Models from Images Alexey Gavryushin, Yifei Liu, Daoji Huang, Yen-Ling Kuo, Julien Valentin, Luc Van Gool, Otmar Hilliges, Xi Wang

ECCV 2024 ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild Chen Guo, Tianjian Jiang, Manuel Kaufmann, Chengwei Zheng, Julien Valentin, Jie Song, Otmar Hilliges

CVPR 2024 SiTH: Single-View Textured Human Reconstruction with Image-Conditioned Diffusion Hsuan- I Ho, Jie Song, Otmar Hilliges

CVPR 2024 Summarize the past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation Razvan-George Pasca, Alexey Gavryushin, Muhammad Hamza, Yen-Ling Kuo, Kaichun Mo, Luc Van Gool, Otmar Hilliges, Xi Wang

CVPR 2024 Text-Conditioned Generative Model of 3D Strand-Based Human Hairstyles Vanessa Sklyarova, Egor Zakharov, Otmar Hilliges, Michael J. Black, Justus Thies

CVPR 2024 WANDR: Intention-Guided Human Motion Generation Markos Diomataris, Nikos Athanasiou, Omid Taheri, Xi Wang, Otmar Hilliges, Michael J. Black

ECCV 2024 WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation Tianjian Jiang, Johsan Billingham, Sebastian Müksch, Juan J Zarate, Nicolas Evans, Martin R. Oswald, Marc Pollefeys, Otmar Hilliges, Manuel Kaufmann, Jie Song

ICCV 2023 AG3D: Learning to Generate 3D Avatars from 2D Image Collections Zijian Dong, Xu Chen, Jinlong Yang, Michael J. Black, Otmar Hilliges, Andreas Geiger

CVPR 2023 ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges

CVPR 2023 DINER: Depth-Aware Image-Based NEural Radiance Fields Malte Prinzler, Otmar Hilliges, Justus Thies

CVPRW 2023 EFE: End-to-End Frame-to-Gaze Estimation Haldun Balim, Seonwook Park, Xi Wang, Xucong Zhang, Otmar Hilliges

ICCV 2023 EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann, Jie Song, Chen Guo, Kaiyue Shen, Tianjian Jiang, Chengcheng Tang, Juan José Zárate, Otmar Hilliges

CVPR 2023 GazeNeRF: 3D-Aware Gaze Redirection with Neural Radiance Fields Alessandro Ruzzi, Xiangwei Shi, Xi Wang, Gengyan Li, Shalini De Mello, Hyung Jin Chang, Xucong Zhang, Otmar Hilliges

CVPR 2023 HARP: Personalized Hand Reconstruction from a Monocular RGB Video Korrawe Karunratanakul, Sergey Prokudin, Otmar Hilliges, Siyu Tang

CVPR 2023 HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics Artur Grigorev, Michael J. Black, Otmar Hilliges

CVPR 2023 Hi4D: 4D Instance Segmentation of Close Human Interaction Yifei Yin, Chen Guo, Manuel Kaufmann, Juan Jose Zarate, Jie Song, Otmar Hilliges

ICCV 2023 Human from Blur: Human Pose Tracking from Blurry Images Yiming Zhao, Denys Rozumnyi, Jie Song, Otmar Hilliges, Marc Pollefeys, Martin R. Oswald

CVPR 2023 InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds Tianjian Jiang, Xu Chen, Jie Song, Otmar Hilliges

CVPR 2023 Learning Human-to-Robot Handovers from Point Clouds Sammy Christen, Wei Yang, Claudia Pérez-D’Arpino, Otmar Hilliges, Dieter Fox, Yu-Wei Chao

CVPR 2023 Learning Locally Editable Virtual Humans Hsuan-I Ho, Lixin Xue, Jie Song, Otmar Hilliges

CVPR 2023 PointAvatar: Deformable Point-Based Head Avatars from Videos Yufeng Zheng, Wang Yifan, Gordon Wetzstein, Michael J. Black, Otmar Hilliges

ICCV 2023 Preface: A Data-Driven Volumetric Prior for Few-Shot Ultra High-Resolution Face Synthesis Marcel C. Bühler, Kripasindhu Sarkar, Tanmay Shah, Gengyan Li, Daoye Wang, Leonhard Helminger, Sergio Orts-Escolano, Dmitry Lagun, Otmar Hilliges, Thabo Beeler, Abhimitra Meka

CVPR 2023 Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-Supervised Scene Decomposition Chen Guo, Tianjian Jiang, Xu Chen, Jie Song, Otmar Hilliges

CVPR 2023 X-Avatar: Expressive Human Avatars Kaiyue Shen, Chen Guo, Manuel Kaufmann, Juan Jose Zarate, Julien Valentin, Jie Song, Otmar Hilliges

CVPR 2022 D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions Sammy Christen, Muhammed Kocabas, Emre Aksan, Jemin Hwangbo, Jie Song, Otmar Hilliges

CVPR 2022 I M Avatar: Implicit Morphable Head Avatars from Videos Yufeng Zheng, Victoria Fernández Abrevaya, Marcel C. Bühler, Xu Chen, Michael J. Black, Otmar Hilliges

ECCV 2022 LiP-Flow: Learning Inference-Time Priors for Codec Avatars via Normalizing Flows in Latent Space Emre Aksan, Shugao Ma, Akin Caliskan, Stanislav Pidhorskyi, Alexander Richard, Shih-En Wei, Jason Saragih, Otmar Hilliges

CVPR 2022 PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence Zijian Dong, Chen Guo, Jie Song, Xu Chen, Andreas Geiger, Otmar Hilliges

ECCV 2022 SAGA: Stochastic Whole-Body Grasping with Contact Yan Wu, Jiahao Wang, Yan Zhang, Siwei Zhang, Otmar Hilliges, Fisher Yu, Siyu Tang

TMLR 2022 SFP: State-Free Priors for Exploration in Off-Policy Reinforcement Learning Marco Bagatella, Sammy Joe Christen, Otmar Hilliges

CVPR 2022 gDNA: Towards Generative Detailed Neural Avatars Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges

ICCV 2021 EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers Manuel Kaufmann, Yi Zhao, Chengcheng Tang, Lingling Tao, Christopher Twigg, Jie Song, Robert Wang, Otmar Hilliges

ICCV 2021 PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black

ICCV 2021 SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger

ICCV 2021 SPEC: Seeing People in the Wild with an Estimated Camera Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller, Otmar Hilliges, Michael J. Black

ICCV 2021 Self-Supervised 3D Hand Pose Estimation from Monocular RGB via Contrastive Learning Adrian Spurr, Aneesh Dahiya, Xi Wang, Xucong Zhang, Otmar Hilliges

ICCV 2021 Shape-Aware Multi-Person Pose Estimation from Multi-View Images Zijian Dong, Jie Song, Xu Chen, Chen Guo, Otmar Hilliges

NeurIPSW 2021 TempoRL: Temporal Priors for Exploration in Off-Policy Reinforcement Learning Marco Bagatella, Sammy Joe Christen, Otmar Hilliges

ICCV 2021 VariTex: Variational Neural Face Textures Marcel C. Bühler, Abhimitra Meka, Gengyan Li, Thabo Beeler, Otmar Hilliges

ECCV 2020 Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges

NeurIPS 2020 CoSE: Compositional Stroke Embeddings Emre Aksan, Thomas Deselaers, Andrea Tagliasacchi, Otmar Hilliges

ECCV 2020 ETH-XGaze: A Large Scale Dataset for Gaze Estimation Under Extreme Head Pose and Gaze Variation Xucong Zhang, Seonwook Park, Thabo Beeler, Derek Bradley, Siyu Tang, Otmar Hilliges

ECCV 2020 Human Body Model Fitting by Learned Gradient Descent Jie Song, Xu Chen, Otmar Hilliges

NeurIPS 2020 Self-Learning Transformations for Improving Gaze and Head Redirection Yufeng Zheng, Seonwook Park, Xucong Zhang, Shalini De Mello, Otmar Hilliges

ECCV 2020 Towards End-to-End Video-Based Eye-Tracking Seonwook Park, Emre Aksan, Xucong Zhang, Otmar Hilliges

ECCV 2020 Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz

ICCVW 2019 Content-Consistent Generation of Realistic Eyes with Style Marcel C. Bühler, Seonwook Park, Shalini De Mello, Xucong Zhang, Otmar Hilliges

ICLR 2019 STCN: Stochastic Temporal Convolutional Networks Emre Aksan, Otmar Hilliges

CVPRW 2019 Unpaired Pose Guided Human Image Generation Xu Chen, Jie Song, Otmar Hilliges

ECCV 2018 Deep Pictorial Gaze Estimation Seonwook Park, Adrian Spurr, Otmar Hilliges

ECCV 2018 Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility Benjamin Hepp, Debadeepta Dey, Sudipta N. Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges

ECML-PKDD 2017 Guiding InfoGAN with Semi-Supervision Adrian Spurr, Emre Aksan, Otmar Hilliges

CVPR 2017 Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos Jie Song, Limin Wang, Luc Van Gool, Otmar Hilliges