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ORCIDDavid Schneider 0006
Person information
- affiliation: Karlsruhe Institute of Technology, Germany
Other persons with the same name
- David Schneider — disambiguation page
- David Schneider 0001 — Heinrich-Heine-Universität Düsseldorf, Germany
- David Schneider 0002 — TU Darmstadt, Germany
- David Schneider 0003 — Cornell University, Sibley School of Mechanical and Aerospace Engineering
- David J. Schneider 0001
![[0000-0002-2124-8385]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-2124-8385")
(aka: David Schneider 0004) — University of Saskatchewan, Saskatoon, SK, CA (and 2 more) - David Schneider 0005 — Cycorp, Inc., Austin, TX, USA
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2020 – today
- 2025
[i16]David Schneider, Zdravko Marinov, Rafael Baur, Zeyun Zhong, Rodi Düger, Rainer Stiefelhagen:
OmniFall: A Unified Staged-to-Wild Benchmark for Human Fall Detection. CoRR abs/2505.19889 (2025)- 2024
- [j3]Manuel Zaremski, Blanca Handwerker, Christian R. G. Dreher, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Gerhard Neumann, Michael Heizmann, Tamim Asfour, Barbara Deml:
Learning human actions from complex manipulation tasks and their transfer to robots in the circular factory. Autom. 72(9): 844-860 (2024) - [c11]Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI 2024: 4487-4496 - [c10]David Schneider, Marco Keller, Zeyun Zhong, Kunyu Peng, Alina Roitberg, Jürgen Beyerer, Rainer Stiefelhagen:
SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data. ICRA 2024: 13038-13045 - [c9]Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, Chen Deng, Kaiyu Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
Towards Video-based Activated Muscle Group Estimation in the Wild. ACM Multimedia 2024: 4495-4504 - [c8]David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen:
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations. NeurIPS 2024 - [i15]David Schneider, Sina Sajadmanesh, Vikash Sehwag, M. Saquib Sarfraz, Rainer Stiefelhagen, Lingjuan Lyu, Vivek Sharma:
Masked Differential Privacy. CoRR abs/2410.17098 (2024) - [i14]David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen:
Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations. CoRR abs/2411.00128 (2024) - [i13]Kartik Patwari, David Schneider, Xiaoxiao Sun, Chen-Nee Chuah, Lingjuan Lyu, Vivek Sharma:
Rendering-Refined Stable Diffusion for Privacy Compliant Synthetic Data. CoRR abs/2412.06248 (2024) - [i12]Kunyu Peng, Di Wen, Muhammad Saquib Sarfraz, Yufan Chen, Junwei Zheng, David Schneider, Kailun Yang, Jiamin Wu, Alina Roitberg, Rainer Stiefelhagen:
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization. CoRR abs/2412.18342 (2024) - 2023
- [c7]Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer:
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation. WACV 2023: 6057-6066 - [i11]Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR abs/2303.00952 (2023) - [i10]Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR abs/2305.08420 (2023) - [i9]Yifei Chen, Kunyu Peng, Alina Roitberg, David Schneider, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments. CoRR abs/2309.12029 (2023) - [i8]Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR abs/2312.06330 (2023) - 2022
- [j2]Christian R. G. Dreher, Manuel Zaremski, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Michael Heizmann, Barbara Deml, Tamim Asfour:
Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion. Autom. 70(6): 517-533 (2022) - [j1]Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23(12): 25271-25286 (2022) - [c6]David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen:
Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops 2022: 3432-3442 - [c5]Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. ECCV Workshops (8) 2022: 326-346 - [c4]Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen:
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. IROS 2022: 11320-11327 - [c3]Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. IV 2022: 1438-1444 - [i7]Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR abs/2204.04674 (2022) - [i6]Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. CoRR abs/2204.04734 (2022) - [i5]Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen:
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. CoRR abs/2208.01910 (2022) - [i4]Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. CoRR abs/2208.09414 (2022) - [i3]Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer:
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation. CoRR abs/2210.12649 (2022) - 2021
- [c2]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. FG 2021: 1-8 - [c1]Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen:
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. IROS 2021: 8563-8569 - [i2]Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen:
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. CoRR abs/2107.05617 (2021) - [i1]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. CoRR abs/2111.15271 (2021)
Coauthor Index
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