Siyu Tang
Assistant Professor
Leads the Computer Vision and Learning Group, modelling human motion and human-scene interaction for animatable virtual humans and 3D human reconstruction.
Siyu Tang's lab at ETH Zurich works on 3D vision & neural rendering and video understanding. 49 papers since 2023, 23 at top venues, mostly CVPR and ECCV. 17 PhD students. 18 alumni, most often to NVIDIA and Apple.
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 47%
- PhD students
- 17
- MS students
- 0
- alumni listed
- 18
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 7 · collecting
- 15 papers2025 · T1 3
- 13 papers2024 · T1 8
- 9 papers2023 · T1 5
T1 venuesOtherVenues: CVPR, ECCV, ICCV, 3DV, ICRA
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering15 papers
- human7 papers
- Video understanding5 papers
- human motion5 papers
- humans2 papers
Paper list
From the lab homepage.
202612 papers
- SIGGRAPH Asia Conference TrackADELE - Adaptive Delaunay Grids for High-Fidelity Mesh-Native Reconstruction (opens in a new tab)
- SIGGRAPH Journal TrackARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation (opens in a new tab)
- CVPR (T1)BulletTime: Decoupled Control of Time and Camera Pose for Video Generation (opens in a new tab)
- CVPR (T1)GGPT: Geometry Grounded Point Transformer (opens in a new tab)
- ECCV (T1)GrowFields: Compositional 4D Neural Fields for Topology-Changing Plant Growth (opens in a new tab)
- 3DVLaMP: Learning Robust Latent Motion Prior for Optimization-Based Human Motion Generation (opens in a new tab)
- 3DVMasked Modeling for Human Motion Recovery Under Occlusions (opens in a new tab)
- CVPR (T1)MATCH: Feed-forward Gaussian Registration for Head Avatar Creation and Editing (opens in a new tab)
- ECCV (T1)Multi4D: High-Fidelity Dynamic Gaussian Splatting via Multi-Level Competitive Allocation (opens in a new tab)
- ECCV (T1)NaP-Control: Navigating Diffusion Prior for Versatile and Fast Character Control (opens in a new tab)
- ECCV (T1)ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video (opens in a new tab)
- SIGGRAPH Conference TrackSmoothMotionVectors: Optimizing Your Content for Video Codecs in Free View Video Compression (opens in a new tab)
202515 papers
- The Thirteenth International Conference on Learning Representations (ICLR ) spotlight presentationDartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control (opens in a new tab)
- ICCV (T1)DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction (opens in a new tab)
- ICCV Findings WorkshopDNF-Avatar: Distilling Neural Fields for Real-time Animatable Avatar Relighting (opens in a new tab)
- ICCV (T1)EgoM2P: Egocentric Multimodal Multitask Pretraining (opens in a new tab)
- SIGGRAPH Conference TrackGaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering (opens in a new tab)
- NeurIPS (T1)Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting (opens in a new tab)
- International Conference on Computer Vision (ICCV ) oral presentationMulti-View 3D Point Tracking (opens in a new tab)
- SIGGRAPH Asia Conference TrackNeural Texture Splatting: Expressive 3D Gaussian Splatting for View Synthesis, Geometry, and Dynamic Reconstruction (opens in a new tab)
- SIGGRAPH Conference TrackRelightable Full-body Gaussian Codec Avatars (opens in a new tab)
- 3DVRISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering (opens in a new tab)
- The Thirteenth International Conference on Learning Representations (ICLR ) spotlight presentationSplatFormer: Point Transformer for Robust 3D Gaussian Splatting (opens in a new tab)
- SIGGRAPH Conference TrackSpline Deformation Field (opens in a new tab)
202413 papers
- CVPR (T1)3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting (opens in a new tab)
- CVPR (T1)Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories (opens in a new tab)
- CVPR (T1)DNO: Optimizing Diffusion Noise Can Serve As Universal Motion Priors (opens in a new tab)
- Conference on Computer Vision and Pattern Recognition (CVPR ) oral presentationEgoGen: An Egocentric Synthetic Data Generator (opens in a new tab)
- ECCV (T1)Improving 2D Feature Representations by 3D-Aware Fine-Tuning (opens in a new tab)
- CVPR (T1)IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing (opens in a new tab)
- ECCV (T1)LaRa: Efficient Large-Baseline Radiance Fields (opens in a new tab)
- CVPR (T1)Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation (opens in a new tab)
- SIGGRAPH Conference TrackPhysics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction (opens in a new tab)
- SIGGRAPH Journal TrackPortrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior (opens in a new tab)
- International Conference on Learning Representations (ICLR ) spotlight presentationResFields: Residual Neural Fields for Spatiotemporal Signals (opens in a new tab)
- Conference on Computer Vision and Pattern Recognition (CVPR ) oral presentationRoHM: Robust Human Motion Reconstruction via Diffusion (opens in a new tab)
20239 papers
- Siggraph Journal TrackDictionary Fields: Learning a Neural Basis Decomposition (opens in a new tab)
- ICCV (T1)DIMOS: Synthesizing Diverse Human Motions in 3D Indoor Scenes (opens in a new tab)
- International Conference on Computer Vision (ICCV ) oral presentationDynamic Point Fields: Towards Efficient and Scalable Dynamic Surface Representations (opens in a new tab)
- International Conference on Computer Vision (ICCV ) oral presentationEgoHMR: Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views (opens in a new tab)
- ICCV (T1)GMD: Controllable Human Motion Synthesis via Guided Diffusion Models (opens in a new tab)
- CVPR (T1)HARP: Personalized Hand Reconstruction from a Monocular RGB Video (opens in a new tab)
- ICCV (T1)Human3D: 3D Segmentation of Humans in Point Clouds with Synthetic Data (opens in a new tab)
- International Conference on Robotics and Automation (ICRA ) Best Paper NomineeInteractive Object Segmentation in 3D Point Clouds (opens in a new tab)
- ICRA (T1)Mask3D: Mask Transformer for 3D Instance Segmentation (opens in a new tab)
Where alumni went18 listed, 45% to industry
Industry 5Academia 6
Most often to
- NVIDIA
- Apple
- Flexion Robotics
Also to
- Beijing Institute for General Artificial Intelligence
- ETH Zurich
- Technical University of Denmark
Apply to ETH ZurichRolling
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Computer Science Doctorate (D-INFK)
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- Rolling (no deadline)
- Opens
- —
- GRE
- See program page
- English
- Proficiency in written and spoken English
- Fee
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Confirmed on the program page.
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