Learning People Detectors for Tracking in Crowded Scenes. - Siyu Tang 001; Mykhaylo Andriluka; Anton Milan; Konrad Schindler; Stefan Roth 001; Bernt Schiele (ICCV, 2013)

Detection and Tracking of Occluded People. - Siyu Tang 001; Mykhaylo Andriluka; Bernt Schiele (Int. J. Comput. Vis., 2014)

Subgraph decomposition for multi-target tracking. - Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Bernt Schiele (CVPR, 2015)

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. - Leonid Pishchulin; Eldar Insafutdinov; Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Peter V. Gehler; Bernt Schiele (CVPR, 2016)

Multi-person Tracking by Multicut and Deep Matching. - Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Bernt Schiele (ECCV Workshops (2), 2016)

Articulated Multi-person Tracking in the Wild. - Eldar Insafutdinov; Mykhaylo Andriluka; Leonid Pishchulin; Siyu Tang 001; Evgeny Levinkov; Bjoern Andres; Bernt Schiele (CoRR, 2016)

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. - Margret Keuper; Siyu Tang 001; Zhongjie Yu 001; Bjoern Andres; Thomas Brox; Bernt Schiele (CoRR, 2016)

Joint Graph Decomposition and Node Labeling by Local Search. - Evgeny Levinkov; Siyu Tang 001; Eldar Insafutdinov; Bjoern Andres (CoRR, 2016)

ArtTrack: Articulated Multi-Person Tracking in the Wild. - Eldar Insafutdinov; Mykhaylo Andriluka; Leonid Pishchulin; Siyu Tang 001; Evgeny Levinkov; Bjoern Andres; Bernt Schiele (CVPR, 2017)

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. - Evgeny Levinkov; Jonas Uhrig; Siyu Tang 001; Mohamed Omran; Eldar Insafutdinov; Alexander Kirillov; Carsten Rother; Thomas Brox; Bernt Schiele; Bjoern Andres (CVPR, 2017)

Generating Descriptions with Grounded and Co-referenced People. - Anna Rohrbach; Marcus Rohrbach; Siyu Tang 001; Seong Joon Oh; Bernt Schiele (CVPR, 2017)

Multiple People Tracking by Lifted Multicut and Person Re-identification. - Siyu Tang 001; Mykhaylo Andriluka; Bjoern Andres; Bernt Schiele (CVPR, 2017)

People detection and tracking in crowded scenes. - Siyu Tang 001 (2017)

Customized Multi-person Tracker. - Liqian Ma; Siyu Tang 001; Michael J. Black; Luc Van Gool (ACCV (2), 2018)

Human Motion Parsing by Hierarchical Dynamic Clustering. - Yan Zhang 054; Siyu Tang 001; He Sun; Heiko Neumann (BMVC, 2018)

Part-Aligned Bilinear Representations for Person Re-identification. - Yumin Suh; Jingdong Wang 001; Siyu Tang 001; Tao Mei 001; Kyoung Mu Lee (ECCV (14), 2018)

Temporal Human Action Segmentation via Dynamic Clustering. - Yan Zhang 054; He Sun; Siyu Tang 001; Heiko Neumann (CoRR, 2018)

Local Temporal Bilinear Pooling for Fine-Grained Action Parsing. - Yan Zhang 054; Siyu Tang 001; Krikamol Muandet; Christian Jarvers; Heiko Neumann (CVPR, 2019)

Learning to Train with Synthetic Humans. - David T. Hoffmann; Dimitrios Tzionas; Michael J. Black; Siyu Tang 001 (GCPR, 2019)

End-to-End Learning for Graph Decomposition. - Jie Song 006; Bjoern Andres; Michael J. Black; Otmar Hilliges; Siyu Tang 001 (ICCV, 2019)

Low-rank Random Tensor for Bilinear Pooling. - Yan Zhang 054; Krikamol Muandet; Qianli Ma 007; Heiko Neumann; Siyu Tang 001 (CoRR, 2019)

Dressing 3D Humans using a Conditional Mesh-VAE-GAN. - Qianli Ma 007; Siyu Tang 001; Sergi Pujades; Gerard Pons-Moll; Anurag Ranjan; Michael J. Black (CoRR, 2019)

Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity. - Miao Liu 007; Siyu Tang 001; Yin Li 003; James M. Rehg (CoRR, 2019)

Grasping Field: Learning Implicit Representations for Human Grasps. - Korrawe Karunratanakul; Jinlong Yang; Yan Zhang 054; Michael J. Black; Krikamol Muandet; Siyu Tang 001 (3DV, 2020)

PLACE: Proximity Learning of Articulation and Contact in 3D Environments. - Siwei Zhang; Yan Zhang 054; Qianli Ma 007; Michael J. Black; Siyu Tang 001 (3DV, 2020)

Generating 3D People in Scenes Without People. - Yan Zhang 054; Mohamed Hassan 003; Heiko Neumann; Michael J. Black; Siyu Tang 001 (CVPR, 2020)

Learning to Dress 3D People in Generative Clothing. - Qianli Ma 007; Jinlong Yang; Anurag Ranjan; Sergi Pujades; Gerard Pons-Moll; Siyu Tang 001; Michael J. Black (CVPR, 2020)

Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video. - Miao Liu 007; Siyu Tang 001; Yin Li 003; James M. Rehg (ECCV (1), 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 001; Otmar Hilliges (ECCV (5), 2020)

MATE: Plugging in Model Awareness to Task Embedding for Meta Learning. - Xiaohan Chen; Zhangyang Wang; Siyu Tang 001; Krikamol Muandet (NeurIPS, 2020)

Perpetual Motion: Generating Unbounded Human Motion. - Yan Zhang 054; Michael J. Black; Siyu Tang 001 (CoRR, 2020)

Generating Person-Scene Interactions in 3D Scenes. - Siwei Zhang; Yan Zhang 054; Qianli Ma 007; Michael J. Black; Siyu Tang 001 (CoRR, 2020)

Learning Multi-human Optical Flow. - Anurag Ranjan; David T. Hoffmann; Dimitrios Tzionas; Siyu Tang 001; Javier Romero 002; Michael J. Black (Int. J. Comput. Vis., 2020)

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. - Margret Keuper; Siyu Tang 001; Bjoern Andres; Thomas Brox; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Learning To Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. - Zicong Fan; Adrian Spurr; Muhammed Kocabas; Siyu Tang 001; Michael J. Black; Otmar Hilliges (3DV, 2021)

A Skeleton-Driven Neural Occupancy Representation for Articulated Hands. - Korrawe Karunratanakul; Adrian Spurr; Zicong Fan; Otmar Hilliges; Siyu Tang 001 (3DV, 2021)

4D Human Body Capture from Egocentric Video via 3D Scene Grounding. - Miao Liu 007; Dexin Yang; Yan Zhang 054; Zhaopeng Cui; James M. Rehg; Siyu Tang 001 (3DV, 2021)

SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements. - Qianli Ma 007; Shunsuke Saito; Jinlong Yang; Siyu Tang 001; Michael J. Black (CVPR, 2021)

LEAP: Learning Articulated Occupancy of People. - Marko Mihajlovic; Yan Zhang 054; Michael J. Black; Siyu Tang 001 (CVPR, 2021)

On Self-Contact and Human Pose. - Lea Müller; Ahmed A. A. Osman; Siyu Tang 001; Chun-Hao P. Huang; Michael J. Black (CVPR, 2021)

Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration. - Shaofei Wang 001; Andreas Geiger 001; Siyu Tang 001 (CVPR, 2021)

We Are More Than Our Joints: Predicting How 3D Bodies Move. - Yan Zhang 054; Michael J. Black; Siyu Tang 001 (CVPR, 2021)

The Power of Points for Modeling Humans in Clothing. - Qianli Ma 007; Jinlong Yang; Siyu Tang 001; Michael J. Black (ICCV, 2021)

Learning Motion Priors for 4D Human Body Capture in 3D Scenes. - Siwei Zhang; Yan Zhang 054; Federica Bogo; Marc Pollefeys; Siyu Tang 001 (ICCV, 2021)

MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images. - Shaofei Wang 001; Marko Mihajlovic; Qianli Ma 007; Andreas Geiger 001; Siyu Tang 001 (NeurIPS, 2021)

EgoBody: Human Body Shape, Motion and Social Interactions from Head-Mounted Devices. - Siwei Zhang; Qianli Ma 007; Yan Zhang 054; Zhiyin Qian; Marc Pollefeys; Federica Bogo; Siyu Tang 001 (CoRR, 2021)

Neural Point-based Shape Modeling of Humans in Challenging Clothing. - Qianli Ma 007; Jinlong Yang; Michael J. Black; Siyu Tang 001 (3DV, 2022)

Accurate 3D Body Shape Regression using Metric and Semantic Attributes. - Vasileios Choutas; Lea Müller; Chun-Hao P. Huang; Siyu Tang 001; Dimitrios Tzionas; Michael J. Black (CVPR, 2022)

Context-Aware Sequence Alignment using 4D Skeletal Augmentation. - Taein Kwon; Bugra Tekin; Siyu Tang 001; Marc Pollefeys (CVPR, 2022)

COAP: Compositional Articulated Occupancy of People. - Marko Mihajlovic; Shunsuke Saito; Aayush Bansal; Michael Zollhöfer; Siyu Tang 001 (CVPR, 2022)

Human-Aware Object Placement for Visual Environment Reconstruction. - Hongwei Yi; Chun-Hao P. Huang; Dimitrios Tzionas; Muhammed Kocabas; Mohamed Hassan 003; Siyu Tang 001; Justus Thies; Michael J. Black (CVPR, 2022)

The Wanderings of Odysseus in 3D Scenes. - Yan Zhang 054; Siyu Tang 001 (CVPR, 2022)

KeypointNeRF: Generalizing Image-Based Volumetric Avatars Using Relative Spatial Encoding of Keypoints. - Marko Mihajlovic; Aayush Bansal; Michael Zollhöfer; Siyu Tang 001; Shunsuke Saito (ECCV (15), 2022)

ARAH: Animatable Volume Rendering of Articulated Human SDFs. - Shaofei Wang 001; Katja Schwarz; Andreas Geiger 001; Siyu Tang 001 (ECCV (32), 2022)

SAGA: Stochastic Whole-Body Grasping with Contact. - Yan Wu; Jiahao Wang 001; Yan Zhang 054; Siwei Zhang; Otmar Hilliges; Fisher Yu 001; Siyu Tang 001 (ECCV (6), 2022)

EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices. - Siwei Zhang; Qianli Ma 007; Yan Zhang 054; Zhiyin Qian; Taein Kwon; Marc Pollefeys; Federica Bogo; Siyu Tang 001 (ECCV (6), 2022)

Compositional Human-Scene Interaction Synthesis with Semantic Control. - Kaifeng Zhao 004; Shaofei Wang 001; Yan Zhang 054; Thabo Beeler; Siyu Tang 001 (ECCV (6), 2022)

Mask3D for 3D Semantic Instance Segmentation. - Jonas Schult; Francis Engelmann; Alexander Hermans; Or Litany; Siyu Tang 001; Bastian Leibe (CoRR, 2022)

HARP: Personalized Hand Reconstruction from a Monocular RGB Video. - Korrawe Karunratanakul; Sergey Prokudin; Otmar Hilliges; Siyu Tang 001 (CVPR, 2023)

Synthesizing Diverse Human Motions in 3D Indoor Scenes. - Kaifeng Zhao 004; Yan Zhang 054; Shaofei Wang 001; Thabo Beeler; Siyu Tang 001 (ICCV, 2023)

Guided Motion Diffusion for Controllable Human Motion Synthesis. - Korrawe Karunratanakul; Konpat Preechakul; Supasorn Suwajanakorn; Siyu Tang 001 (ICCV, 2023)

Dynamic Point Fields. - Sergey Prokudin; Qianli Ma 007; Maxime Raafat; Julien Valentin; Siyu Tang 001 (ICCV, 2023)

3D Segmentation of Humans in Point Clouds with Synthetic Data. - Ayça Takmaz; Jonas Schult; Irem Kaftan; Mertcan Akçay; Bastian Leibe; Robert W. Sumner; Francis Engelmann; Siyu Tang 001 (ICCV, 2023)

Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views. - Siwei Zhang; Qianli Ma 007; Yan Zhang 054; Sadegh Aliakbarian; Darren Cosker; Siyu Tang 001 (ICCV, 2023)

Interactive Object Segmentation in 3D Point Clouds. - Theodora Kontogianni; Ekin Celikkan; Siyu Tang 001; Konrad Schindler (ICRA, 2023)

Mask3D: Mask Transformer for 3D Semantic Instance Segmentation. - Jonas Schult; Francis Engelmann; Alexander Hermans; Or Litany; Siyu Tang 001; Bastian Leibe (ICRA, 2023)

Factor Fields: A Unified Framework for Neural Fields and Beyond. - Anpei Chen; Zexiang Xu; Xinyue Wei; Siyu Tang 001; Hao Su 001; Andreas Geiger 001 (CoRR, 2023)

GMD: Controllable Human Motion Synthesis via Guided Diffusion Models. - Korrawe Karunratanakul; Konpat Preechakul; Supasorn Suwajanakorn; Siyu Tang 001 (CoRR, 2023)

Dictionary Fields: Learning a Neural Basis Decomposition. - Anpei Chen; Zexiang Xu; Xinyue Wei; Siyu Tang 001; Hao Su 001; Andreas Geiger 001 (ACM Trans. Graph., 2023)

Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation. - Xiyi Chen; Marko Mihajlovic; Shaofei Wang 001; Sergey Prokudin; Siyu Tang 001 (CVPR, 2024)

Creating a Digital Twin of Spinal Surgery: A Proof of Concept. - Jonas Hein; Frédéric Giraud 002; Lilian Calvet; Alexander Schwarz; Nicola Alessandro Cavalcanti; Sergey Prokudin; Mazda Farshad; Siyu Tang 001; Marc Pollefeys; Fabio Carrillo; Philipp Fürnstahl (CVPR Workshops, 2024)

Optimizing Diffusion Noise Can Serve As Universal Motion Priors. - Korrawe Karunratanakul; Konpat Preechakul; Emre Aksan; Thabo Beeler; Supasorn Suwajanakorn; Siyu Tang 001 (CVPR, 2024)

EgoGen: An Egocentric Synthetic Data Generator. - Gen Li 010; Kaifeng Zhao 004; Siwei Zhang; Xiaozhong Lyu; Mihai Dusmanu; Yan Zhang 054; Marc Pollefeys; Siyu Tang 001 (CVPR, 2024)

3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting. - Zhiyin Qian; Shaofei Wang 001; Marko Mihajlovic; Andreas Geiger 001; Siyu Tang 001 (CVPR, 2024)

IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing. - Shaofei Wang 001; Bozidar Antic; Andreas Geiger 001; Siyu Tang 001 (CVPR, 2024)

RoHM: Robust Human Motion Reconstruction via Diffusion. - Siwei Zhang; Bharat Lal Bhatnagar; Yuanlu Xu; Alexander Winkler; Petr Kadlecek; Siyu Tang 001; Federica Bogo (CVPR, 2024)

Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories. - Yan Zhang 054; Sergey Prokudin; Marko Mihajlovic; Qianli Ma 007; Siyu Tang 001 (CVPR, 2024)

LaRa: Efficient Large-Baseline Radiance Fields. - Anpei Chen; Haofei Xu; Stefano Esposito; Siyu Tang 001; Andreas Geiger 001 (ECCV (11), 2024)

SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction. - Marko Mihajlovic; Sergey Prokudin; Siyu Tang 001; Robert Maier 001; Federica Bogo; Tony Tung; Edmond Boyer (ECCV (2), 2024)

Improving 2D Feature Representations by 3D-Aware Fine-Tuning. - Yuanwen Yue; Anurag Das; Francis Engelmann; Siyu Tang 001; Jan Eric Lenssen (ECCV (2), 2024)

ResFields: Residual Neural Fields for Spatiotemporal Signals. - Marko Mihajlovic; Sergey Prokudin; Marc Pollefeys; Siyu Tang 001 (ICLR, 2024)

Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction. - Yiming Wang 009; Siyu Tang 001; Mengyu Chu (SIGGRAPH (Conference Paper Track), 2024)

Is Continual Learning Ready for Real-world Challenges? - Theodora Kontogianni; Yuanwen Yue; Siyu Tang 001; Konrad Schindler (CoRR, 2024)

OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding. - Francis Engelmann; Ayça Takmaz; Jonas Schult; Elisabetta Fedele; Johanna Wald; Songyou Peng; Xi Wang 021; Or Litany; Siyu Tang 001; Federico Tombari; Marc Pollefeys; Leonidas J. Guibas; et al. (CoRR, 2024)

DART: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control. - Kaifeng Zhao 004; Gen Li 010; Siyu Tang 001 (CoRR, 2024)

Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior. - Yiqian Wu; Hao Xu 049; Xiangjun Tang; Xien Chen; Siyu Tang 001; Zhebin Zhang; Chen Li 062; Xiaogang Jin 001 (ACM Trans. Graph., 2024)

RISE-SDF: A Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering. - Deheng Zhang; Jingyu Wang; Shaofei Wang 001; Marko Mihajlovic; Sergey Prokudin; Hendrik P. A. Lensch; Siyu Tang 001 (3DV, 2025)

DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control. - Kaifeng Zhao 004; Gen Li 010; Siyu Tang 001 (ICLR, 2025)

SplatFormer: Point Transformer for Robust 3D Gaussian Splatting. - Yutong Chen; Marko Mihajlovic; Xiyi Chen; Yiming Wang; Sergey Prokudin; Siyu Tang 001 (ICLR, 2025)

Relightable Full-Body Gaussian Codec Avatars. - Shaofei Wang 001; Tomas Simon; Igor Santesteban; Timur M. Bagautdinov; Junxuan Li; Vasu Agrawal; Fabian Prada; Shoou-I Yu; Pace Nalbone; Matt Gramlich; Roman Lubachersky; Chenglei Wu; et al. (CoRR, 2025)

DNF-Avatar: Distilling Neural Fields for Real-time Animatable Avatar Relighting. - Zeren Jiang; Shaofei Wang 001; Siyu Tang 001 (CoRR, 2025)

UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control. - Yan Wu; Korrawe Karunratanakul; Zhengyi Luo; Siyu Tang 001 (CoRR, 2025)

Text-based Animatable 3D Avatars with Morphable Model Alignment. - Yiqian Wu; Malte Prinzler; Xiaogang Jin 001; Siyu Tang 001 (CoRR, 2025)

EgoM2P: Egocentric Multimodal Multitask Pretraining. - Gen Li 010; Yutong Chen; Yiqian Wu; Kaifeng Zhao 004; Marc Pollefeys; Siyu Tang 001 (CoRR, 2025)

Enhancing Orthopedic Surgical Training With Interactive Photorealistic 3D Visualization. - Roni Lekar; Tatiana Gerth; Sergey Prokudin; Matthias Seibold; Reto Bürgin; Benjamin Vella; Armando Hoch; Siyu Tang 001; Philipp Fürnstahl; Helmut Grabner (CoRR, 2025)

VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and Collisions. - Marko Mihajlovic; Siwei Zhang; Gen Li 010; Kaifeng Zhao 004; Lea Müller; Siyu Tang 001 (CoRR, 2025)

Spline Deformation Field. - Mingyang Song; Yang Zhang 003; Marko Mihajlovic; Siyu Tang 001; Markus Gross 001; Tunç Ozan Aydin (CoRR, 2025)