Markus Nagel

1.1k total citations
24 papers, 389 citations indexed

About

Markus Nagel is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering. According to data from OpenAlex, Markus Nagel has authored 24 papers receiving a total of 389 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Computer Vision and Pattern Recognition, 7 papers in Artificial Intelligence and 7 papers in Biomedical Engineering. Recurrent topics in Markus Nagel's work include Advanced Neural Network Applications (5 papers), Domain Adaptation and Few-Shot Learning (4 papers) and Soft Robotics and Applications (3 papers). Markus Nagel is often cited by papers focused on Advanced Neural Network Applications (5 papers), Domain Adaptation and Few-Shot Learning (4 papers) and Soft Robotics and Applications (3 papers). Markus Nagel collaborates with scholars based in Germany, United Kingdom and Switzerland. Markus Nagel's co-authors include Tijmen Blankevoort, Nojun Kwak, Yash Bhalgat, Jinwon Lee, Willi A. Kalender, Ralf Petzold, M. Hoheisel, Cees G. M. Snoek, Gerd Schmidt and Thomas Mensink and has published in prestigious journals such as Crystal Growth & Design, European Radiology and Lecture notes in computer science.

In The Last Decade

Markus Nagel

22 papers receiving 378 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Markus Nagel Germany	10	155	107	92	66	53	24	389
Zachary M. C. Baum Canada	9	79 0.5×	25 0.2×	116 1.3×	67 1.0×	74 1.4×	30	296
Rupert Brooks Canada	9	113 0.7×	72 0.7×	67 0.7×	38 0.6×	119 2.2×	23	282
Robert Van Uitert United States	9	157 1.0×	34 0.3×	62 0.7×	29 0.4×	116 2.2×	16	352
Benjamin Frisch United States	12	113 0.7×	41 0.4×	341 3.7×	181 2.7×	134 2.5×	21	561
J.C. McEachen United States	9	127 0.8×	50 0.5×	46 0.5×	33 0.5×	78 1.5×	40	329
Athanasios Karamalis Germany	9	135 0.9×	43 0.4×	152 1.7×	76 1.2×	166 3.1×	18	348
Tobias Gass Switzerland	11	175 1.1×	51 0.5×	99 1.1×	74 1.1×	153 2.9×	21	437
Shuqian Luo China	12	201 1.3×	61 0.6×	136 1.5×	27 0.4×	289 5.5×	42	499
Jie Wei United States	15	235 1.5×	53 0.5×	50 0.5×	47 0.7×	218 4.1×	66	565

Countries citing papers authored by Markus Nagel

Since Specialization

Citations

This map shows the geographic impact of Markus Nagel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Markus Nagel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Nagel more than expected).

Fields of papers citing papers by Markus Nagel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Markus Nagel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Markus Nagel. The network helps show where Markus Nagel may publish in the future.

Co-authorship network of co-authors of Markus Nagel

This figure shows the co-authorship network connecting the top 25 collaborators of Markus Nagel. A scholar is included among the top collaborators of Markus Nagel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Markus Nagel. Markus Nagel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Nagel, Markus, et al.. (2024). Sparse High Rank Adapters. 13685–13715.

Said, Amir, et al.. (2024). MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device. 4311–4321. 7 indexed citations

Patel, Chirag J., et al.. (2023). Softmax Bias Correction for Quantized Generative Models. 1445–1450. 4 indexed citations

Nagel, Markus, et al.. (2023). QBitOpt: Fast and Accurate Bitwidth Reallocation during Training. 1274–1283. 3 indexed citations

Abati, Davide, et al.. (2023). ResQ: Residual Quantization for Video Perception. 3 indexed citations

Park, Minseop, et al.. (2022). Quadapter: Adapter for GPT-2 Quantization. 2510–2517. 3 indexed citations

Srinivas, Suraj, et al.. (2022). Cyclical Pruning for Sparse Neural Networks. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2761–2770. 13 indexed citations

Nagel, Markus, et al.. (2022). Simulated Quantization, Real Power Savings. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2756–2760. 8 indexed citations

Louizos, Christos, Markus Nagel, Rana Ali Amjad, et al.. (2020). Bayesian Bits: Unifying Quantization and Pruning. arXiv (Cornell University). 33. 5741–5752. 1 indexed citations

10.

Bhalgat, Yash, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, & Nojun Kwak. (2020). LSQ+: Improving low-bit quantization through learnable offsets and better initialization. Seoul National University Open Repository (Seoul National University). 2978–2985. 104 indexed citations

11.

Nagel, Markus. (2019). Fasziendistorsionsmodell. 1 indexed citations

12.

Nagel, Markus, Thomas Mensink, & Cees G. M. Snoek. (2015). Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams. UvA-DARE (University of Amsterdam). 178.1–178.12. 19 indexed citations

13.

Holzer, Eva Barbara, V. Grishin, Stephen Jackson, et al.. (2012). Beam Loss Monitoring for LHC Machine Protection. Physics Procedia. 37. 2055–2062. 15 indexed citations

14.

Hoheisel, M., Martin Skalej, Oliver Beuing, et al.. (2009). Kyphoplasty interventions using a navigation system and C-arm CT data: first clinical results. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 7258. 72580E–72580E. 4 indexed citations

15.

Nagel, Markus. (2009). Organtransplantation und Internationales Privatrecht. DIAL (Catholic University of Leuven).

16.

Meyer, Bernhard, Markus Nagel, M. Hoheisel, et al.. (2008). Electromagnetic field-based navigation for percutaneous punctures on C-arm CT: experimental evaluation and clinical application. European Radiology. 18(12). 2855–2864. 37 indexed citations

17.

Bruners, Philipp, Tobias Penzkofer, Markus Nagel, et al.. (2008). Electromagnetic tracking for CT-guided spine interventions: phantom, ex-vivo and in-vivo results. European Radiology. 19(4). 990–994. 38 indexed citations

18.

Nagel, Markus, et al.. (2008). Electromagnetic tracking system for minimal invasive interventions using a C-arm system with CT option: first clinical results. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6918. 69180G–69180G. 9 indexed citations

19.

Ertel, Dirk, Marc Kachelrieß, Tobias Pflederer, et al.. (2006). Rawdata-Based Detection of the Optimal Reconstruction Phase in ECG-Gated Cardiac Image Reconstruction. Lecture notes in computer science. 9(Pt 2). 348–355. 8 indexed citations

20.

Nagel, Markus, Gerd Schmidt, Ralf Petzold, & Willi A. Kalender. (2005). A Navigation System for Minimally Invasive CT-Guided Interventions. Lecture notes in computer science. 8(Pt 2). 33–40. 23 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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