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Publication search results
found 105 matches
- 2024
- Antonio F. Díaz, Beatriz Prieto, Juan José Escobar, Thomas Andrew Lampert:
Vampire: A smart energy meter for synchronous monitoring in a distributed computer system. J. Parallel Distributed Comput. 184: 104794 (2024) - Jost Tobias Springenberg, Abbas Abdolmaleki, Jingwei Zhang, Oliver Groth, Michael Bloesch, Thomas Lampe, Philemon Brakel, Sarah Bechtle, Steven Kapturowski, Roland Hafner, Nicolas Heess, Martin A. Riedmiller:
Offline Actor-Critic Reinforcement Learning Scales to Large Models. CoRR abs/2402.05546 (2024) - Mohak Bhardwaj, Thomas Lampe, Michael Neunert, Francesco Romano, Abbas Abdolmaleki, Arunkumar Byravan, Markus Wulfmeier, Martin A. Riedmiller, Jonas Buchli:
Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning. CoRR abs/2402.06102 (2024) - 2023
- Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277: 110780 (2023) - Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski:
Learning domain invariant representations of heterogeneous image data. Mach. Learn. 112(10): 3659-3684 (2023) - Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet:
Constrained DTW preserving shapelets for explainable time-series clustering. Pattern Recognit. 143: 109804 (2023) - Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski:
Constrained-HIDA: Heterogeneous Image Domain Adaptation Guided by Constraints. ECML/PKDD (5) 2023: 443-458 - David Beikircher, Marco De Bortoli, Leo Fürbaß, Thomas Kernbauer, Peter Kohout, Dominik Lampel, Anna Masiero, Stefan Moser, Martin Nagele, Gerald Steinbauer-Wagner:
Robust Integration of Planning, Execution, Recovery and Testing to Win the RoboCup Logistics League. RoboCup 2023: 362-373 - Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Devin, Alex X. Lee, Maria Bauzá, Todor Davchev, Yuxiang Zhou, Agrim Gupta, Akhil Raju, Antoine Laurens, Claudio Fantacci, Valentin Dalibard, Martina Zambelli, Murilo F. Martins, Rugile Pevceviciute, Michiel Blokzijl, Misha Denil, Nathan Batchelor, Thomas Lampe, Emilio Parisotto, Konrad Zolna, Scott E. Reed, Sergio Gómez Colmenarejo, Jon Scholz, Abbas Abdolmaleki, Oliver Groth, Jean-Baptiste Regli, Oleg Sushkov, Thomas Rothörl, Jose Enrique Chen, Yusuf Aytar, Dave Barker, Joy Ortiz, Martin A. Riedmiller, Jost Tobias Springenberg, Raia Hadsell, Francesco Nori, Nicolas Heess:
RoboCat: A Self-Improving Foundation Agent for Robotic Manipulation. CoRR abs/2306.11706 (2023) - Dhruva Tirumala, Thomas Lampe, Jose Enrique Chen, Tuomas Haarnoja, Sandy H. Huang, Guy Lever, Ben Moran, Tim Hertweck, Leonard Hasenclever, Martin A. Riedmiller, Nicolas Heess, Markus Wulfmeier:
Replay across Experiments: A Natural Extension of Off-Policy RL. CoRR abs/2311.15951 (2023) - Thomas Lampe, Abbas Abdolmaleki, Sarah Bechtle, Sandy H. Huang, Jost Tobias Springenberg, Michael Bloesch, Oliver Groth, Roland Hafner, Tim Hertweck, Michael Neunert, Markus Wulfmeier, Jingwei Zhang, Francesco Nori, Nicolas Heess, Martin A. Riedmiller:
Mastering Stacking of Diverse Shapes with Large-Scale Iterative Reinforcement Learning on Real Robots. CoRR abs/2312.11374 (2023) - 2022
- Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133: 102420 (2022) - Michal Parusinski, Saleh Ibrahim, Thomas Andrew Lampert:
A Study on Generalizing Building Extraction Models to Unseen Datasets Using Source Domain Transfer. IGARSS 2022: 1352-1355 - Daniel Staps, Ronny Schubert, Marika Kaden, Alexander Lampe, Wieland Hermann, Thomas Villmann:
Prototype-based One-Class-Classification Learning Using Local Representations. IJCNN 2022: 1-8 - Alex X. Lee, Coline Devin, Jost Tobias Springenberg, Yuxiang Zhou, Thomas Lampe, Abbas Abdolmaleki, Konstantinos Bousmalis:
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation. IROS 2022: 2468-2475 - Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert:
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. ISBI 2022: 1-5 - Hicham Bellafkir, Markus Vogelbacher, Jannis Gottwald, Markus Mühling, Nikolaus Korfhage, Patrick Lampe, Nicolas Frieß, Thomas Nauss, Bernd Freisleben:
Bat Echolocation Call Detection and Species Recognition by Transformers with Self-attention. ISPR 2022: 189-203 - Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet:
CDPS: Constrained DTW-Preserving Shapelets. ECML/PKDD (1) 2022: 21-37 - Alex X. Lee, Coline Devin, Jost Tobias Springenberg, Yuxiang Zhou, Thomas Lampe, Abbas Abdolmaleki, Konstantinos Bousmalis:
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation. CoRR abs/2205.03353 (2022) - Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert:
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. CoRR abs/2205.04368 (2022) - Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR abs/2210.09798 (2022) - Giulia Vezzani, Dhruva Tirumala, Markus Wulfmeier, Dushyant Rao, Abbas Abdolmaleki, Ben Moran, Tuomas Haarnoja, Jan Humplik, Roland Hafner, Michael Neunert, Claudio Fantacci, Tim Hertweck, Thomas Lampe, Fereshteh Sadeghi, Nicolas Heess, Martin A. Riedmiller:
SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration. CoRR abs/2211.13743 (2022) - 2021
- Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert:
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. 208: 106157 (2021) - Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460: 277-291 (2021) - Jongseok Park, Sushil Subramanian, Lester Lampert, Todor Mladenov, Ilya Klotchkov, Dileep Kurian, Esdras Juarez Hernandez, Brando Perez Esparza, Sirisha Rani Kale, K. T. Asma Beevi, Shavindra P. Premaratne, Thomas Watson, Satoshi Suzuki, Mustafijur Rahman, Jaykant Timbadiya, Saksham Soni, Stefano Pellerano:
A Fully Integrated Cryo-CMOS SoC for State Manipulation, Readout, and High-Speed Gate Pulsing of Spin Qubits. IEEE J. Solid State Circuits 56(11): 3289-3306 (2021) - Mandra Bensmann, Alicia Lampe, Thomas Hofmann, Steffen Loth:
Collaborative Workspace - Concept Design of an Interactive System for Total Airport Management. AHFE (15) 2021: 323-330 - Alex X. Lee, Coline Manon Devin, Yuxiang Zhou, Thomas Lampe, Konstantinos Bousmalis, Jost Tobias Springenberg, Arunkumar Byravan, Abbas Abdolmaleki, Nimrod Gileadi, David Khosid, Claudio Fantacci, Jose Enrique Chen, Akhil Raju, Rae Jeong, Michael Neunert, Antoine Laurens, Stefano Saliceti, Federico Casarini, Martin A. Riedmiller, Raia Hadsell, Francesco Nori:
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes. CoRL 2021: 1089-1131 - Jonas Höchst, Jannis Gorrwald, Patrick Lampe, Julian Zobel, Thomas Nauss, Ralf Steinmetz, Bernd Freisleben:
tRackIT OS: Open-source Software for Reliable VHF Wildlife Tracking. GI-Jahrestagung 2021: 425-442 - Mandra Bensmann, Alicia Lampe, Thomas Hofmann, Steffen Loth:
Collaborative Workspace - Concept Design and Proof of Concept of an Interactive Visual System to Support Collaborative Decision-Making for Total Airport Management. HCI (44) 2021: 511-516 - Markus Wulfmeier, Dushyant Rao, Roland Hafner, Thomas Lampe, Abbas Abdolmaleki, Tim Hertweck, Michael Neunert, Dhruva Tirumala, Noah Y. Siegel, Nicolas Heess, Martin A. Riedmiller:
Data-efficient Hindsight Off-policy Option Learning. ICML 2021: 11340-11350
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