no code implementations • 18 Mar 2024 • Tobias Hallmen, Fabian Deuser, Norbert Oswald, Elisabeth André
In this study, we propose a methodology for the Emotional Mimicry Intensity (EMI) Estimation task within the context of the 6th Workshop and Competition on Affective Behavior Analysis in-the-wild.
no code implementations • 5 Mar 2024 • Philipp J. Rösch, Norbert Oswald, Michaela Geierhos, Jindřich Libovický
Current multimodal models leveraging contrastive learning often face limitations in developing fine-grained conceptual understanding.
2 code implementations • 12 Sep 2023 • Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdullah Kamal, Adrien Maglo, Albert Clapés, Amr Abdelaziz, Artur Xarles, Astrid Orcesi, Atom Scott, Bin Liu, Byoungkwon Lim, Chen Chen, Fabian Deuser, Feng Yan, Fufu Yu, Gal Shitrit, Guanshuo Wang, Gyusik Choi, Hankyul Kim, Hao Guo, Hasby Fahrudin, Hidenari Koguchi, Håkan Ardö, Ibrahim Salah, Ido Yerushalmy, Iftikar Muhammad, Ikuma Uchida, Ishay Be'ery, Jaonary Rabarisoa, Jeongae Lee, Jiajun Fu, Jianqin Yin, Jinghang Xu, Jongho Nang, Julien Denize, Junjie Li, Junpei Zhang, Juntae Kim, Kamil Synowiec, Kenji Kobayashi, Kexin Zhang, Konrad Habel, Kota Nakajima, Licheng Jiao, Lin Ma, Lizhi Wang, Luping Wang, Menglong Li, Mengying Zhou, Mohamed Nasr, Mohamed Abdelwahed, Mykola Liashuha, Nikolay Falaleev, Norbert Oswald, Qiong Jia, Quoc-Cuong Pham, Ran Song, Romain Hérault, Rui Peng, Ruilong Chen, Ruixuan Liu, Ruslan Baikulov, Ryuto Fukushima, Sergio Escalera, Seungcheon Lee, Shimin Chen, Shouhong Ding, Taiga Someya, Thomas B. Moeslund, Tianjiao Li, Wei Shen, Wei zhang, Wei Li, Wei Dai, Weixin Luo, Wending Zhao, Wenjie Zhang, Xinquan Yang, Yanbiao Ma, Yeeun Joo, Yingsen Zeng, Yiyang Gan, Yongqiang Zhu, Yujie Zhong, Zheng Ruan, Zhiheng Li, Zhijian Huang, Ziyu Meng
More information on the tasks, challenges, and leaderboards are available on https://www. soccer-net. org.
no code implementations • 7 Sep 2023 • Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml
Recognising reinforced concrete defects (RCDs) is a crucial element for determining the structural integrity, traffic safety and durability of bridges.
no code implementations • 2 Aug 2023 • Fabian Deuser, Konrad Habel, Martin Werner, Norbert Oswald
We experimentally demonstrate that this prediction supports the training and outperforms previous approaches.
Ranked #1 on Drone-view target localization on University-1652
no code implementations • 21 Mar 2023 • Konrad Habel, Fabian Deuser, Norbert Oswald
In this work, we investigate whether it is possible to transfer the out-standing zero-shot performance of pre-trained CLIP models to the domain of player re-identification.
1 code implementation • ICCV 2023 • Fabian Deuser, Konrad Habel, Norbert Oswald
In this article, we present a simplified but effective architecture based on contrastive learning with symmetric InfoNCE loss that outperforms current state-of-the-art results.
Ranked #1 on Image-Based Localization on VIGOR Cross Area
1 code implementation • 16 Mar 2023 • Hannah Schieber, Fabian Deuser, Bernhard Egger, Norbert Oswald, Daniel Roth
Current research on the joint optimization of camera parameters and NeRF focuses on refining noisy extrinsic camera parameters and often relies on the preprocessing of intrinsic camera parameters.
no code implementations • 10 Jun 2022 • Fabian Deuser, Konrad Habel, Philipp J. Rösch, Norbert Oswald
Current architectures for multi-modality tasks such as visual question answering suffer from their high complexity.
no code implementations • 14 Feb 2022 • Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml
In recent years, several companies and researchers have started to tackle the problem of damage recognition within the scope of automated inspection of built structures.