Ronak Kosti

According to our database, Ronak Kosti authored at least 23 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

ICC++: Explainable feature learning for art history using image compositions.

Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein

Pattern Recognit., April, 2023

Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning.

Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein

ACM Journal on Computing and Cultural Heritage, March, 2023

SUMAC '23: 5th Workshop on the analySis, Understanding and proMotion of heritAge Contents: Advances in Machine Learning, Signal Processing, Multimodal Techniques and Human-machine Interaction.

Valérie Gouet-Brunet, Ronak Kosti, Li Weng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas.

Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein

CoRR, 2022

ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation.

Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti

CoRR, 2022

SUMAC '22: 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents.

Valérie Gouet-Brunet, Ronak Kosti, Li Weng

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings.

Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

One-Shot Object Detection in Heterogeneous Artwork Datasets.

Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition.

Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis.

Ahmed Gomaa, Andreas K. Maier, Ronak Kosti

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation.

Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation.

Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar

IEEE Trans. Medical Imaging, 2021

Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation.

Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar

CoRR, 2021

SUMAC'21: 3rd Workshop on Structuring and Understanding of Multimedia heritAge Contents.

Valérie Gouet-Brunet, Margarita Khokhlova, Ronak Kosti, Li Weng

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

Context Based Emotion Recognition Using EMOTIC Dataset.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors.

Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein

CoRR, 2020

SUMAC 2020: The 2nd Workshop on Structuring and Understanding of Multimedia heritAge Contents.

Valérie Gouet-Brunet, Margarita Khokhlova, Ronak Kosti, Liming Chen, Xu-Cheng Yin

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors - Towards Scene Understanding in Digital Art History.

Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep Learning based Attribute Representation in Ancient Vase Paintings.

Prathmesh Madhu, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Vincent Christlein, Andreas K. Maier, Peter Bell

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

2019

Visual scene context in emotion perception.

Ronak Kosti

PhD thesis, 2019

Recognizing Characters in Art History Using Deep Learning.

Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein

Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, 2019

2017

Emotion Recognition in Context.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

EMOTIC: Emotions in Context Dataset.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017