Sadegh Aliakbarian
9 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Computer Vision
(8)
Deep Learning
(7)
Analysis
(6)
Models
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Core Methods
(3)
Domain-Specific
(3)
Generation
(2)
Learning Types
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Optimization & Theory
(1)
Keywords
sparse observation
(2)
conditional variational autoencoder
(2)
human motion prediction
(2)
pose estimation
(2)
motion forecasting
(1)
3d vision
(1)
multimodal learning
(1)
3d scene understanding
(1)
depth estimation
(1)
human pose estimation
(1)
stochastic process
(1)
likelihood estimation
(1)
multiple object tracking
(1)
motion model
(1)
recurrent neural network
(1)
egocentric vision
(1)
latent variable
(1)
variational autoencoder
(1)
synthetic data
(1)
diffusion model
(1)
Papers
DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
ICCV 2025
HMD-NeMo: Online 3D Avatar Motion Generation From Sparse Observations
ICCV 2023
Imitator: Personalized Speech-driven 3D Facial Animation
ICCV 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views
ICCV 2023
FLAG: Flow-Based 3D Avatar Generation From Sparse Observations
CVPR 2022
Contextually Plausible and Diverse 3D Human Motion Prediction
ICCV 2021
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
CVPR 2021
A Stochastic Conditioning Scheme for Diverse Human Motion Prediction
CVPR 2020
Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network
WACV 2020