Siyu Tang

62 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (12) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (82) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (8) 🏠 Conference Loyalist (27) 🤝 Dynamic Duo (13) 🔬 Deep Specialist (22) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (275) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (11) 🔥 Unstoppable (11) 💎 Century Club (62)

Conferences

CVPR (27) ICCV (14) ECCV (11) EMNLP (3) ICLR (3) NIPS (2) ACL (1) SEMEVAL (1)

Top co-authors

Yan Zhang (13) Marko Mihajlovic (12) Michael J. Black (10) Qianli Ma (8) Shaofei Wang (8) Sergey Prokudin (8) Bernt Schiele (7) Siwei Zhang (7) Marc Pollefeys (7) Andreas Geiger (6)

Research topics

Computer Vision (1)

Keywords

3d reconstruction (10) point cloud (7) human pose estimation (7) pose estimation (6) diffusion model (5) novel view synthesis (4) variational autoencoder (4) neural rendering (4) clothing deformation (3) human motion (3) neural network (3) implicit representation (3) human avatar (3) body model (3) object tracking (3) scene understanding (3) motion generation (3) egocentric vision (3) 3d avatar (3) reinforcement learning (2)

Papers

DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control ICLR 2025

DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction ICCV 2025

Multi-View 3D Point Tracking ICCV 2025

UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control ICCV 2025

VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and Collisions ICCV 2025

EgoM2P: Egocentric Multimodal Multitask Pretraining ICCV 2025

SplatFormer: Point Transformer for Robust 3D Gaussian Splatting ICLR 2025

Optimizing Diffusion Noise Can Serve As Universal Motion Priors CVPR 2024

3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting CVPR 2024

EgoGen: An Egocentric Synthetic Data Generator CVPR 2024

RoHM: Robust Human Motion Reconstruction via Diffusion CVPR 2024

IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing CVPR 2024

Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation CVPR 2024

ResFields: Residual Neural Fields for Spatiotemporal Signals ICLR 2024

LaRa: Efficient Large-Baseline Radiance Fields ECCV 2024

SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction ECCV 2024

Improving 2D Feature Representations by 3D-Aware Fine-Tuning ECCV 2024

Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories CVPR 2024

HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy SEMEVAL 2023

HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy ACL 2023

HARP: Personalized Hand Reconstruction From a Monocular RGB Video CVPR 2023

Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023

3D Segmentation of Humans in Point Clouds with Synthetic Data ICCV 2023

Synthesizing Diverse Human Motions in 3D Indoor Scenes ICCV 2023

Guided Motion Diffusion for Controllable Human Motion Synthesis ICCV 2023

Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views ICCV 2023

Dynamic Point Fields ICCV 2023

Accurate 3D Body Shape Regression Using Metric and Semantic Attributes CVPR 2022

Human-Aware Object Placement for Visual Environment Reconstruction CVPR 2022

Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022

Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis EMNLP 2022

Context-Aware Sequence Alignment Using 4D Skeletal Augmentation CVPR 2022

The Wanderings of Odysseus in 3D Scenes CVPR 2022

EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices ECCV 2022

SAGA: Stochastic Whole-Body Grasping with Contact ECCV 2022

Compositional Human-Scene Interaction Synthesis with Semantic Control ECCV 2022

KeypointNeRF: Generalizing Image-Based Volumetric Avatars Using Relative Spatial Encoding of Keypoints ECCV 2022

ARAH: Animatable Volume Rendering of Articulated Human SDFs ECCV 2022

COAP: Compositional Articulated Occupancy of People CVPR 2022

On Self-Contact and Human Pose CVPR 2021

We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021

Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration CVPR 2021

LEAP: Learning Articulated Occupancy of People CVPR 2021

The Power of Points for Modeling Humans in Clothing ICCV 2021

Learning Motion Priors for 4D Human Body Capture in 3D Scenes ICCV 2021

MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images NIPS 2021

SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements CVPR 2021

Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video ECCV 2020

MATE: Plugging in Model Awareness to Task Embedding for Meta Learning NIPS 2020

Learning to Dress 3D People in Generative Clothing CVPR 2020

Generating 3D People in Scenes Without People CVPR 2020

ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation ECCV 2020

End-to-End Learning for Graph Decomposition ICCV 2019

Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019

Part-Aligned Bilinear Representations for Person Re-Identification ECCV 2018

Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications CVPR 2017

ArtTrack: Articulated Multi-Person Tracking in the Wild CVPR 2017

Generating Descriptions With Grounded and Co-Referenced People CVPR 2017

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016

Subgraph Decomposition for Multi-Target Tracking CVPR 2015

Learning People Detectors for Tracking in Crowded Scenes ICCV 2013