Learning to See in a Dynamic World

Publicaciones

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

Autores: M. Fieraru, M. Zanfir, S.C. Pirlea, V. Olaru, C. Sminchisescu
Publicado en: IEEE Conference on Computer Vision and Pattern Recognition (CVPR),, 2021
Editor: IEEE/CVF

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

Autores: A. Pirinen, E. Gärtner, C. Sminchisescu
Publicado en: NeurIPS, 2019
Editor: IEEE/CVF

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

Autores: M. Trimmel, H. Petzka, C. Sminchisescu
Publicado en: Proceedings of the 9th International Conference on Learning Representations (ICLR), 2020
Editor: IEEE/CVF

Learning Complex 3D Human Self-Contact

Autores: M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Publicado en: Thirty-Fifth AAAI Conference on Artificial Intelligence,, 2021
Editor: IEEE/CVF

Three-Dimensional Reconstruction of Human Interactions

Autores: M. Fieraru, M. Zanfir, E. Oneata, AI. Popa, V. Olaru, C. Sminchisescu
Publicado en: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Editor: IEEE/CVF

Deep Reinforcement Learning of Region Proposal Networks for Object Detection

Autores: A. Pirinen, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Rewcognition, 2018
Editor: IEEE/CVF

Human Appearance Transfer

Autores: M. Zanfir, A.I. Popa, A. Zanfir, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editor: IEEE/CVF

Deep Learning of Graph Matching

Autores: A. Zanfir, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editor: IEEE/CVF

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

Autores: A. Zanfir, E. Marinoiu, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editor: IEEE/CVF

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

Autores: E. Marinoiu, M. Zanfir, V. Olaru, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2018
Editor: IEEE/CVF

Semantic Video Segmentation by Gated Recurrent Flow Propagation

Autores: D. Nilsson, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Editor: Arxiv

Reinforcement Learning for Visual Object Detection

Autores: S. Mathe, A. Pirinen, C. Sminchisescu.
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2016
Editor: IEEE/CVF

Large-Scale Data Driven Kernel Approximation

Autores: C. Ionescu, A. Popa, C. Sminchisescu
Publicado en: Artificial Intelligence and Statistics, 2017
Editor: Journal of Machine Learning Research

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

Autores: A. Popa, M. Zanfir, C. Sminchisescu
Publicado en: IEEE International Conference on Computer Vision and Pattern Recognition, 2017
Editor: IEEE/CVF

Deep Reinforcement Learning for Active Human Pose Estimation

Autores: E. Gärtner, A. Pirinen, C. Sminchisescu
Publicado en: AAAI, 2020
Editor: IEEE/CVF

Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing

Autores: M. Priisalu, A. Pirinen, C. Paduraru, C. Sminchisescu
Publicado en: Annual Conference on Robot Learning, 2021
Editor: IEEE/CVF

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

Autores: A. Zanfir, E. Marinoiu, M. Zanfir, A.I. Popa, C. Sminchisescu
Publicado en: CVPR, 2018
Editor: IEEE/CVF

Embodied Visual Active Learning for Semantic Segmentation

Autores: D. Nilsson, A. Pirinen, E. Gärtner, C.Sminchisescu
Publicado en: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Editor: IEEE/CVF

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

Autores: H. Petzka and C. Sminchisescu
Publicado en: JMLR, 2021
Editor: arxiv

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