Dimitrije Antić

Hello World, I am a first-year Ph.D. student in Computer Vision at the University of Amsterdam (UvA), in the Computer Vision Lab. My research is about human-centric Computer Vision and AI, mainly human-object interaction in 3D and human body reconstruction. I am advised by Prof. Dimitris Tzionas and Prof. Theo Gevers.

Earlier, I obtained an MSc degree in Machine Learning at the University of Tuebingen. I was fortunate to work in the Real Virtual Humans Group led by Prof. Gerard Pons-Moll. I also spent some time at the Max Planck Institute for Intelligent Systems in the Autonomous Learning Group.

Even earlier, I obtained a BSc degree in Informatics at the Faculty of Mathematics, University of Belgrade, Serbia.

news

Nov 06, 2024	Our paper 3D Whole-body Grasp Synthesis with Directional Controllability just got accepted to 3DV’25.
Sep 24, 2024	Checkout our latest preprint SDFit: 3D Object Pose and Shape by Fitting a Morphable SDF to a Single Image .
Mar 20, 2024	If you need to segment clothing from a 3D scan, checkout our work CloSe: A 3D Clothing Segmentation Dataset and Model presented at 3DV’24. The dataset and model are available at this GitHub repo.
Mar 01, 2023	I have started my PhD advised by Prof. Dimitris Tzionas and Prof. Theo Gevers at the Computer Vision Lab at the University of Amsterdam.

selected publications

CloSe: A 3D Clothing Segmentation Dataset and Model

Dimitrije Antic, Garvita Tiwari, Batuhan Ozcomlekci, Riccardo Marin, and Gerard Pons-Moll

In International Conference on 3D Vision (3DV), Mar 2024 - Poster

arXiv Bib PDF Code Website

@inproceedings{antic2024close,
  title = {CloSe: A 3D Clothing Segmentation Dataset and Model},
  author = {Antic, Dimitrije and Tiwari, Garvita and Ozcomlekci, Batuhan and Marin, Riccardo and Pons-Moll, Gerard},
  booktitle = {International Conference on 3D Vision (3DV)},
  month = mar,
  year = {2024},
}

Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields

Garvita Tiwari, Dimitrije Antic, Jan Eric Lenssen, Nikolaos Sarafianos, Tony Tung, and Gerard Pons-Moll

In European Conference on Computer Vision (ECCV), Oct 2022 - Best Paper Honorable Mention

arXiv Bib Website

@inproceedings{tiwari22posendf,
  author = {Tiwari, Garvita and Antic, Dimitrije and Lenssen, Jan Eric and Sarafianos, Nikolaos and Tung, Tony and Pons-Moll, Gerard},
  booktitle = {European Conference on Computer Vision (ECCV)},
  month = oct,
  title = {Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields},
  year = {2022},
}

On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks

Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, and Georg Martius

In International Conference on Learning Representations, Apr 2022 - Poster

arXiv Bib Code

@inproceedings{Seitzer2022PitfallsOfUncertainty,
  author = {Seitzer, Maximilian and Tavakoli, Arash and Antic, Dimitrije and Martius, Georg},
  booktitle = {International Conference on Learning Representations},
  month = apr,
  publisher = {arXiv},
  title = {On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks},
  year = {2022},
}