Sotabase

Career

· Researcher, Apple
· PhD Student, ETH Zürich
· PhD Student, Max Planck Institute for Intelligent Systems
· ML Scientist, Meshcapade
· Meshcapade

Publications (22)

VIBE: Video Inference for Human Body Pose and Shape Estimation
Computer Vision and Pattern Recognition · 2019
1,070
cited
PARE: Part Attention Regressor for 3D Human Body Estimation
IEEE International Conference on Computer Vision · 2021
476
cited
Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry
Computer Vision and Pattern Recognition · 2019
287
cited
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
European Conference on Computer Vision · 2018
270
cited
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
Computer Vision and Pattern Recognition · 2022
243
cited
SPEC: Seeing People in the Wild with an Estimated Camera
IEEE International Conference on Computer Vision · 2021
172
cited
HUGS: Human Gaussian Splats
Computer Vision and Pattern Recognition · 2023
151
cited
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions
Computer Vision and Pattern Recognition · 2021
130
cited
Human-Aware Object Placement for Visual Environment Reconstruction
Computer Vision and Pattern Recognition · 2022
70
cited
Learning to Regress Bodies from Images using Differentiable Semantic Rendering
IEEE International Conference on Computer Vision · 2021
61
cited
Learning To Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation
International Conference on 3D Vision · 2021
60
cited
Physically Plausible Full-Body Hand-Object Interaction Synthesis
International Conference on 3D Vision · 2023
54
cited
HOLD: Category-Agnostic 3D Reconstruction of Interacting Hands and Objects from Video
Computer Vision and Pattern Recognition · 2023
53
cited
Reconstructing Action-Conditioned Human-Object Interactions Using Commonsense Knowledge Priors
International Conference on 3D Vision · 2022
35
cited
PACE: Human and Camera Motion Estimation from in-the-wild Videos
International Conference on 3D Vision · 2023
32
cited
TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning
International Conference on 3D Vision · 2022
21
cited
HMP: Hand Motion Priors for Pose and Shape Estimation from Video
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2023
15
cited
Articulated Objects in Free-form Hand Interaction
arXiv.org · 2022
13
cited
Structural crashworthiness analysis of a ladder frame chassis subjected to full frontal and pole side impacts
2016
9
cited
BEDLAM2.0: Synthetic Humans and Cameras in Motion
arXiv.org · 2025
5
cited
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Muhammed Kocabas | Researcher Profile | Sotabase | Sotabase