Zobrazeno 1 - 10
of 13 104
pro vyhledávání: '"Kappel"'
Publikováno v:
Current Directions in Biomedical Engineering, Vol 7, Iss 2, Pp 21-24 (2021)
Localized impedance measurements at the needle tip identifying the present tissue type could aid clinicians in needle procedures. To assess the sensitivity field of a hollow, bipolar needle electrode, a 3D finite element approach using COMSOL Multiph
Externí odkaz:
https://doaj.org/article/1e78bd9ca8ab4b8283f5244900acab00
Understanding the mechanisms underlying deep neural networks in computer vision remains a fundamental challenge. While many prior approaches have focused on visualizing intermediate representations within deep neural networks, particularly convolutio
Externí odkaz:
http://arxiv.org/abs/2412.06534
Autor:
Schöne, Mark, Bhisikar, Yash, Bania, Karan, Nazeer, Khaleelulla Khan, Mayr, Christian, Subramoney, Anand, Kappel, David
Handling sparse and unstructured geometric data, such as point clouds or event-based vision, is a pressing challenge in the field of machine vision. Recently, sequence models such as Transformers and state-space models entered the domain of geometric
Externí odkaz:
http://arxiv.org/abs/2411.12603
Autor:
Sushma, Neeraj Mohan, Tian, Yudou, Mestha, Harshvardhan, Colombo, Nicolo, Kappel, David, Subramoney, Anand
Deep state-space models (Deep SSMs) have shown capabilities for in-context learning on autoregressive tasks, similar to transformers. However, the architectural requirements and mechanisms enabling this in recurrent networks remain unclear. This stud
Externí odkaz:
http://arxiv.org/abs/2410.11687
Autor:
Hahlbohm, Florian, Friederichs, Fabian, Weyrich, Tim, Franke, Linus, Kappel, Moritz, Castillo, Susana, Stamminger, Marc, Eisemann, Martin, Magnor, Marcus
3D Gaussian Splats (3DGS) have proven a versatile rendering primitive, both for inverse rendering as well as real-time exploration of scenes. In these applications, coherence across camera frames and multiple views is crucial, be it for robust conver
Externí odkaz:
http://arxiv.org/abs/2410.08129
Autor:
Fokam, Cabrel Teguemne, Nazeer, Khaleelulla Khan, König, Lukas, Kappel, David, Subramoney, Anand
The increasing size of deep learning models has created the need for more efficient alternatives to the standard error backpropagation algorithm, that make better use of asynchronous, parallel and distributed computing. One major shortcoming of backp
Externí odkaz:
http://arxiv.org/abs/2410.05985
Autor:
Huber, Johann, Hélénon, François, Kappel, Mathilde, Páez-Ubieta, Ignacio de Loyola, Puente, Santiago T., Gil, Pablo, Amar, Faïz Ben, Doncieux, Stéphane
Recent advances in AI have led to significant results in robotic learning, but skills like grasping remain partially solved. Many recent works exploit synthetic grasping datasets to learn to grasp unknown objects. However, those datasets were generat
Externí odkaz:
http://arxiv.org/abs/2410.02319
Autor:
Arslan, Serkan, Kappel, Micha, Valero, Adrià Canós, Tran, Thu Huong T., Karst, Julian, Christ, Philipp, Hohenester, Ulrich, Weiss, Thomas, Giessen, Harald, Hentschel, Mario
Traditional nanophotonic sensing schemes utilize evanescent fields in dielectric or metallic nanoparticles, which confine far-field radiation in dispersive and lossy media. Apart from the lack of a well-defined sensing volume that can be accompanied
Externí odkaz:
http://arxiv.org/abs/2407.02331
Autor:
Ucan Hakan, Scheller Joachim, Nguyen Chinh, Nieberl Dorothea, Beumler Thomas, Haschenburger Anja, Meister Sebastian, Kappel Erik, Prussak Robert, Deden Dominik, Mayer Monika, Zapp Philipp, Pantelelis Nikos, Hauschild Bernd, Menke Niklas
Publikováno v:
Science and Engineering of Composite Materials, Vol 26, Iss 1, Pp 502-508 (2019)
The use of fiber-metal laminates (FML) allows for substantial advantages over a fuselage skin made of monolithic aluminum materials. Glass fiber prepreg reinforced aluminium is characterized by high damage tolerance capabilities, supporting the struc
Externí odkaz:
https://doaj.org/article/c9fdc2ac3ac84859804ce8c21bc22201
Autor:
Kappel, Moritz, Hahlbohm, Florian, Scholz, Timon, Castillo, Susana, Theobalt, Christian, Eisemann, Martin, Golyanik, Vladislav, Magnor, Marcus
Dynamic reconstruction and spatiotemporal novel-view synthesis of non-rigidly deforming scenes recently gained increased attention. While existing work achieves impressive quality and performance on multi-view or teleporting camera setups, most metho
Externí odkaz:
http://arxiv.org/abs/2406.10078