Siwei Zhang
10 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) ποΈ Keyword Collector (56)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(6)
Computer Vision
(5)
Machine Learning
(5)
Analysis
(5)
Learning Types Β· Machine Learning
(3)
Models
(3)
Application Areas
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Keywords
egocentric vision
(2)
human mesh recovery
(2)
diffusion model
(2)
3d reconstruction
(2)
temporal dynamics
(1)
motion synthesis
(1)
adversarial learning
(1)
sparse optimization
(1)
scene understanding
(1)
human-object interaction
(1)
3d scene understanding
(1)
neural architecture search
(1)
human pose estimation
(1)
neural rendering
(1)
human motion
(1)
noisy label learning
(1)
synthetic data generation
(1)
human motion synthesis
(1)
implicit representation
(1)
motion estimation
(1)
Papers
Rethinking Time Encoding via Learnable Transformation Functions
ICML 2025
VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and Collisions
ICCV 2025
EgoGen: An Egocentric Synthetic Data Generator
CVPR 2024
RoHM: Robust Human Motion Reconstruction via Diffusion
CVPR 2024
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views
ICCV 2023
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices
ECCV 2022
SAGA: Stochastic Whole-Body Grasping with Contact
ECCV 2022
Facial Emotion Recognition With Noisy Multi-Task Annotations
WACV 2021
Learning Motion Priors for 4D Human Body Capture in 3D Scenes
ICCV 2021
Neural Architecture Search as Sparse Supernet
AAAI 2021