Learning to See in a Dynamic World

Project Information

SEED

Grant agreement ID: 648379

DOI 10.3030/648379

Project closed

EC signature date 24 September 2015

Start date 1 January 2016

End date 31 December 2021

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 1 999 412,00

EU contribution € 1 999 412,00

Coordinated by

LUNDS UNIVERSITET
Sweden

Publications

Conference proceedings (18)

AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training

Author(s): M. Fieraru, M. Zanfir, S.C. Pirlea, V. Olaru, C. Sminchisescu
Published in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR),, 2021
Publisher: IEEE/CVF

Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction

Author(s): A. Pirinen, E. Gärtner, C. Sminchisescu
Published in: NeurIPS, 2019
Publisher: IEEE/CVF

TropEx: An algorithm for extracting linear terms in deep neural networks

Author(s): M. Trimmel, H. Petzka, C. Sminchisescu
Published in: Proceedings of the 9th International Conference on Learning Representations (ICLR), 2020
Publisher: IEEE/CVF

Learning Complex 3D Human Self-Contact

Author(s): M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Published in: Thirty-Fifth AAAI Conference on Artificial Intelligence,, 2021
Publisher: IEEE/CVF

Three-Dimensional Reconstruction of Human Interactions

Author(s): M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Published in: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Publisher: IEEE/CVF

Deep Reinforcement Learning of Region Proposal Networks for Object Detection

Author(s): A. Pirinen, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Rewcognition, 2018
Publisher: IEEE/CVF

Human Appearance Transfer

Author(s): M. Zanfir, A.I. Popa, A. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Deep Learning of Graph Matching

Author(s): A. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints

Author(s): A. Zanfir, E. Marinoiu, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism

Author(s): E. Marinoiu, M. Zanfir, V. Olaru, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Publisher: IEEE/CVF

Semantic Video Segmentation by Gated Recurrent Flow Propagation

Author(s): D. Nilsson, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Publisher: Arxiv

Reinforcement Learning for Visual Object Detection

Author(s): S. Mathe, A. Pirinen, C. Sminchisescu.
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Publisher: IEEE/CVF

Large-Scale Data Driven Kernel Approximation

Author(s): C. Ionescu, A. Popa, C. Sminchisescu
Published in: Artificial Intelligence and Statistics, 2017
Publisher: Journal of Machine Learning Research

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing

Author(s): A. Popa, M. Zanfir, C. Sminchisescu
Published in: IEEE International Conference on Computer Vision and Pattern Recognition, 2017
Publisher: IEEE/CVF

Deep Reinforcement Learning for Active Human Pose Estimation

Author(s): E. Gärtner, A. Pirinen, C. Sminchisescu
Published in: AAAI, 2020
Publisher: IEEE/CVF

Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing

Author(s): M. Priisalu, A. Pirinen, C. Paduraru, C. Sminchisescu
Published in: Annual Conference on Robot Learning, 2021
Publisher: IEEE/CVF

Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images

Author(s): A. Zanfir, E. Marinoiu, M. Zanfir, A.I. Popa, C. Sminchisescu
Published in: CVPR, 2018
Publisher: IEEE/CVF

Embodied Visual Active Learning for Semantic Segmentation

Author(s): D. Nilsson, A. Pirinen, E. Gärtner, C.Sminchisescu
Published in: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Publisher: IEEE/CVF

Other (1)

Non-attracting regions of local minima in deep and wide neural networks

Author(s): H. Petzka and C. Sminchisescu
Published in: JMLR, 2021
Publisher: arxiv