Learning to See in a Dynamic World

Informazioni relative al progetto

SEED

ID dell’accordo di sovvenzione: 648379

DOI 10.3030/648379

Progetto chiuso

Data della firma CE 24 Settembre 2015

Data di avvio 1 Gennaio 2016

Data di completamento 31 Dicembre 2021

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale € 1 999 412,00

Contributo UE € 1 999 412,00

Coordinato da

LUNDS UNIVERSITET
Sweden

Pubblicazioni

Conference proceedings (18)

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

Autori: M. Fieraru, M. Zanfir, S.C. Pirlea, V. Olaru, C. Sminchisescu
Pubblicato in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR),, 2021
Editore: IEEE/CVF

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

Autori: A. Pirinen, E. Gärtner, C. Sminchisescu
Pubblicato in: NeurIPS, 2019
Editore: IEEE/CVF

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

Autori: M. Trimmel, H. Petzka, C. Sminchisescu
Pubblicato in: Proceedings of the 9th International Conference on Learning Representations (ICLR), 2020
Editore: IEEE/CVF

Learning Complex 3D Human Self-Contact

Autori: M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Pubblicato in: Thirty-Fifth AAAI Conference on Artificial Intelligence,, 2021
Editore: IEEE/CVF

Three-Dimensional Reconstruction of Human Interactions

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

Deep Reinforcement Learning of Region Proposal Networks for Object Detection

Autori: A. Pirinen, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Rewcognition, 2018
Editore: IEEE/CVF

Human Appearance Transfer

Autori: M. Zanfir, A.I. Popa, A. Zanfir, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editore: IEEE/CVF

Deep Learning of Graph Matching

Autori: A. Zanfir, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editore: IEEE/CVF

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

Autori: A. Zanfir, E. Marinoiu, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editore: IEEE/CVF

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

Autori: E. Marinoiu, M. Zanfir, V. Olaru, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editore: IEEE/CVF

Semantic Video Segmentation by Gated Recurrent Flow Propagation

Autori: D. Nilsson, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Editore: Arxiv

Reinforcement Learning for Visual Object Detection

Autori: S. Mathe, A. Pirinen, C. Sminchisescu.
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Editore: IEEE/CVF

Large-Scale Data Driven Kernel Approximation

Autori: C. Ionescu, A. Popa, C. Sminchisescu
Pubblicato in: Artificial Intelligence and Statistics, 2017
Editore: Journal of Machine Learning Research

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

Autori: A. Popa, M. Zanfir, C. Sminchisescu
Pubblicato in: IEEE International Conference on Computer Vision and Pattern Recognition, 2017
Editore: IEEE/CVF

Deep Reinforcement Learning for Active Human Pose Estimation

Autori: E. Gärtner, A. Pirinen, C. Sminchisescu
Pubblicato in: AAAI, 2020
Editore: IEEE/CVF

Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing

Autori: M. Priisalu, A. Pirinen, C. Paduraru, C. Sminchisescu
Pubblicato in: Annual Conference on Robot Learning, 2021
Editore: IEEE/CVF

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

Autori: A. Zanfir, E. Marinoiu, M. Zanfir, A.I. Popa, C. Sminchisescu
Pubblicato in: CVPR, 2018
Editore: IEEE/CVF

Embodied Visual Active Learning for Semantic Segmentation

Autori: D. Nilsson, A. Pirinen, E. Gärtner, C.Sminchisescu
Pubblicato in: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Editore: IEEE/CVF

Other (1)

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

Autori: H. Petzka and C. Sminchisescu
Pubblicato in: JMLR, 2021
Editore: arxiv