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1Team OpenWebSearch at CLEF 2024: QuantumCLEF
M. Fröbe, D. Alexander, G. Hendriksen, F. Schlatt, M. Hagen, and M. Potthast. Working Notes Papers of the CLEF 2024 Evaluation Labs, (September 2024)
6 months ago by @scadsfct
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2Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins
L. Gienapp, N. Deckers, M. Potthast, and H. Scells. CoRR, (August 2024)
6 months ago by @scadsfct
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1Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance Models
A. Parry, M. Fröbe, S. MacAvaney, M. Potthast, and M. Hagen. Advances in Information Retrieval. 46th European Conference on IR Research (ECIR 2024), Berlin Heidelberg New York, Springer, (March 2024)
6 months ago by @scadsfct
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2Objective Argument Summarization in Search
T. Ziegenbein, S. Syed, M. Potthast, and H. Wachsmuth. 1st International Conference on Recent Advances in Robust Argumentation Machines (RATIO-24), 14638, page 335--351. Springer, (June 2024)
6 months ago by @scadsfct
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1Automated Configuration of Schema Matching Tools: A Reinforcement Learning Approach
M. Miazga, D. Abitz, M. Täschner, and E. Rahm. Datenbanksysteme für Business, Technologie und Web (BTW 2025), Gesellschaft für Informatik, Bonn, (2025)
6 months ago by @scadsfct
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2Beyond the black box with biologically informed neural networks
D. Selby, M. Sprang, J. Ewald, and S. Vollmer. Nature Reviews Genetics, (Mar 4, 2025)
6 months ago by @scadsfct
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2Revisiting Query Variation Robustness of Transformer Models
T. Hagen, H. Scells, and M. Potthast. 29th Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) (Findings), Association for Computational Linguistics, (December 2024)
6 months ago by @scadsfct
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2Is Performance a Reliable Proxy for Energy Consumption?
M. Weber, C. Kaltenecker, F. Sattler, S. Apel, and N. Siegmund. Software Engineering 2024 (SE 2024), page 99--100. Gesellschaft für Informatik eV, (2024)
6 months ago by @scadsfct
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1Plant trait retrieval from hyperspectral data: Collective efforts in scientific data curation outperform simulated data derived from the PROSAIL model
D. Mederer, H. Feilhauer, E. Cherif, K. Berger, T. Hank, K. Kovach, P. Dao, B. Lu, P. Townsend, and T. Kattenborn. ISPRS Open Journal of Photogrammetry and Remote Sensing, (December 2025)
6 months ago by @scadsfct
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2Computational Engineering of siderocalin to modulate its binding affinity to the antihypertension drug candesartan
K. Vogel, J. Moeller, N. Bozhanova, M. Voehler, A. Penk, J. Meiler, and C. Schoeder. Journal of Structural Biology, 217 (1): 108180 (2025)
6 months ago by @scadsfct
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2Internet Control and Disinformation Across Regime Types During and After the Covid‐19 Crisis
M. Kneuer, W. Schünemann, and G. Bahms. Politics and Governance, (2024)
6 months ago by @scadsfct
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2Innovative Urban Design Simulation: Utilizing Agent-Based Modelling through Reinforcement Learning
A. Glass, J. Noennig, B. Bek, R. Glass, E. Menges, I. Okhrin, P. Baddam, M. Sanchez, G. Senthil, and R. Jäkel. Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, page 20–25. New York, NY, USA, Association for Computing Machinery, (Feb 28, 2024)
6 months ago by @scadsfct
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2A Comparative Study on the Accuracy and the Speed of Static and Dynamic Program Classifiers
A. da Silva, J. Castrillon, and F. Pereira. New York, NY, USA, Association for Computing Machinery, (March 2025)
6 months ago by @scadsfct
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1Seraph: Continuous Queries on Property Graph Streams.
C. Rost, R. Tommasini, A. Bonifati, E. Della Valle, E. Rahm, K. Hare, S. Plantikow, P. Selmer, and H. Voigt. EDBT, page 234--247. (2024)
6 months ago by @scadsfct
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1Enhancing Roadway Safety: LIDAR-based Tree Clearance Analysis
M. Carnot, E. Peukert, and B. Franczyk. CoRR, (2024)
6 months ago by @scadsfct
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1Neural Network-Assisted Humanization of COVID-19 Hamster scRNAseq Data Reveals Matching Severity States in Human Disease
V. Friedrich, P. Pennitz, E. Wyler, J. Adler, D. Postmus, L. Alves, J. Prigann, F. Pott, D. Vladimirova, T. Hoefler and 9 other author(s). (January 2024)
6 months ago by @scadsfct
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2Count2Multiply: Reliable In-memory High-Radix Counting
J. de Lima, B. III, A. Khan, J. Castrillon, and A. Jones. (September 2024)
6 months ago by @scadsfct
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accelerator
computing-in-memory
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2Mapping Tree Mortality at Global Scale Using Sentinel-2
C. Mosig, M. Mahecha, D. Montero, Y. Cheng, O. Priego, M. Beloiu, M. Volpi, S. Horion, H. Latifi, E. Shafeian and 21 other author(s). (2024)
6 months ago by @scadsfct
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2deadtrees. earth-An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics
C. Mosig, J. Vajna-Jehle, M. Mahecha, Y. Cheng, H. Hartmann, D. Montero, S. Junttila, S. Horion, M. Schwenke, S. Adu-Bredu and 116 other author(s). bioRxiv, (2024)
6 months ago by @scadsfct
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2DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
C. Ji, T. Fincke, V. Benson, G. Camps-Valls, M. Fernandez-Torres, F. Gans, G. Kraemer, F. Martinuzzi, D. Montero, K. Mora and 5 other author(s). arXiv preprint arXiv:2406.18179, (2024)
6 months ago by @scadsfct
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data
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2Evaluating Forest Resilience in Europe with Deep Learning Persistence Analysis
T. Williams, F. Martinuzzi, G. Camps-Valls, and M. Mahecha. (2024)
6 months ago by @scadsfct
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2Estimating Gross Primary Production via Recurrent Neural Networks: A comparative analysis
D. Montero, M. Mahecha, F. Martinuzzi, C. Aybar, A. Klosterhalfen, A. Knohl, F. Koebsch, J. Anaya, and S. Wieneke. (2024)
6 months ago by @scadsfct
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2A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
D. Montero, C. Aybar, M. Mahecha, F. Martinuzzi, M. Söchting, and S. Wieneke. Scientific Data, 10 (1): 1-20 (2023)
6 months ago by @scadsfct
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2Impact Predictability: Exploring Extremes in Biosphere Dynamics with Recurrent Neural Networks
F. Martinuzzi, M. Mahecha, G. Camps-Valls, D. Montero, T. Williams, and K. Mora. (2024)
6 months ago by @scadsfct
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2AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
G. Camps-Valls, M. Fernández-Torres, K. Cohrs, A. Höhl, A. Castelletti, A. Pacal, C. Robin, F. Martinuzzi, I. Papoutsis, I. Prapas and 15 other author(s). (2024)
6 months ago by @scadsfct
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extreme
modeling
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2Composable and reusable neural surrogates to predict system response of causal model components
R. Anantharaman, A. Abdelrehim, F. Martinuzzi, S. Yalburgi, E. Saba, K. Fischer, G. Hertz, P. de Vos, C. Laughman, Y. Ma and 3 other author(s). (2021)
6 months ago by @scadsfct
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2Recurrent Neural Networks for Modelling Gross Primary Production
D. Montero, M. Mahecha, F. Martinuzzi, C. Aybar, A. Klosterhalfen, A. Knohl, F. Koebsch, J. Anaya, and S. Wieneke. (2024)
6 months ago by @scadsfct
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2Arctic climate response to European radiative forcing: a deep learning study on circulation pattern changes
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. Weather and Climate Dynamics, 5 (4): 1223-1268 (2024)
6 months ago by @scadsfct
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2Earth System Data Cubes: Avenues for advancing Earth system research
D. Montero, G. Kraemer, A. Anghelea, C. Aybar, G. Brandt, G. Camps-Valls, F. Cremer, I. Flik, F. Gans, S. Habershon and 1 other author(s). Environmental Data Science, (2024)
6 months ago by @scadsfct
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2Visible neural networks for multi-omics integration: a critical review
D. Selby, R. Jakhmola, M. Sprang, G. Grossmann, H. Raki, N. Maani, D. Pavliuk, J. Ewald, and S. Vollmer. bioRxiv, (2024)
6 months ago by @scadsfct
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2Zero-Shot, Big-Shot, Active-Shot - How to estimate cell confluence, lazily
M. Joas, D. Freund, R. Haase, E. Rahm, and J. Ewald. bioRxiv, (2025)
6 months ago by @scadsfct
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2KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development
L. Sherpa, S. Attar Khorasani, R. Sankar, R. Müller-Pfefferkorn, and S. Ghiasvand. The Fifteenth International Conference on Information, Intelligence, Systems and Applications, Crete, Greece, (June 2024)
6 months ago by @scadsfct
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2Assessing Anonymized System Logs Usefulness for Behavioral Analysis in RNN Models
T. Vargis, and S. Ghiasvand. Proceedings of the International Workshop on Data-driven Resilience Research, 3376, Leipzig, Germany, arXiv, (December 2022)arXiv:2212.01101 cs.
6 months ago by @scadsfct
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2Content-Aware Depth-Adaptive Image Restoration
T. Vargis, and S. Ghiasvand. Proceedings of the 29th International Conference on Automation and Computing, Sunderland, UK, (January 2024)arXiv:2401.05049 cs.
6 months ago by @scadsfct
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2Anatomy of the fetal membranes: Insights from spinning disk confocal microscopy
H. Eichholz, A. Cornelis, B. Wolf, H. Grubitzsch, P. Friedrich, A. Makky, B. Aktas, J. Käs, and H. Stepan. Archives of Gynecology and Obstetrics, 309 (5): 1919-1923 (2024)
7 months ago by @scadsfct
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2Unveiling water allocation dynamics: a text analysis of 25 years of stakeholder meetings
T. Carvalho, F. de Assis de Souza Filho, and M. de Brito. Environmental Research Letters, 19 (4): 044066 (2024)
7 months ago by @scadsfct
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3A global database of natural hazards impacts reported in the scientific literature
T. Carvalho, J. Zscheischler, C. Kuhlicke, and M. de Brito. EGU General Assembly Conference Abstracts, (2024)
7 months ago by @scadsfct
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2Emulation of Forward Modeled Top-of-Atmosphere MODIS-Based Spectral Channels Using Machine Learning
J. Gonzalez, S. Dipu, O. Sourdeval, A. Siméon, G. Camps-Valls, and J. Quaas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, (2025)
7 months ago by @scadsfct
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2Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events
O. Pasche, J. Wider, Z. Zhang, J. Zscheischler, and S. Engelke. Artificial Intelligence for the Earth Systems, 4 (1): e240033 (2025)
7 months ago by @scadsfct
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2Arctic Climate Response to European Radiative Forcing: A Deep Learning Approach
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. EGUsphere, (2024)
7 months ago by @scadsfct
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2Leveraging surface observations and passive satellite retrievals of cloud properties: Applications to cloud type classification and cloud base height retrieval
J. Lenhardt, J. Quaas, D. Sejdinovic, and D. Klocke. (2024)
7 months ago by @scadsfct
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2CloudViT: classifying cloud types in global satellite data and in kilometre-resolution simulations using vision transformers
J. Lenhardt, J. Quaas, D. Sejdinovic, and D. Klocke. EGUsphere, (2024)
7 months ago by @scadsfct
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2ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. (2024)
7 months ago by @scadsfct
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2A Physics-informed Deep Learning Based Clustering to Investigate the Impact of Regional European Radiative Forcing on Arctic Climate and Upper Atmospheric Dynamics
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. (2024)
7 months ago by @scadsfct
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2Macrophenological dynamics from citizen science plant occurrence data
K. Mora, M. Rzanny, J. Wäldchen, H. Feilhauer, T. Kattenborn, G. Kraemer, P. Mäder, D. Svidzinska, S. Wolf, and M. Mahecha. Methods in Ecology and Evolution, 15 (8): 1422–1437 (July 2024)
7 months ago by @scadsfct
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2How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences
S. Jiang, L. Sweet, G. Blougouras, A. Brenning, W. Li, M. Reichstein, J. Denzler, W. Shangguan, G. Yu, F. Huang and 1 other author(s). Earth’s Future, (July 2024)
7 months ago by @scadsfct
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2Specialized signaling centers direct cell fate and spatial organization in a limb organoid model
E. Skoufa, J. Zhong, O. Kahre, K. Hu, G. Tsissios, L. Carrau, A. Herrera, A. Dominguez Mantes, A. Castilla-Ibeas, H. Jang and 5 other author(s). bioRxiv, (2024)
7 months ago by @scadsfct
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2Morpho-molecular features of Epithelial Mesenchymal Transition associate with clinical outcome in patients with rectal cancer
M. Gwerder, C. Demir, H. Williams, A. Lugli, C. Martinez, J. Kowal, A. Khan, P. Kirchner, T. Koessler, M. Berger and 1 other author(s). bioRxiv, (2024)
7 months ago by @scadsfct
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2HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
R. Sukthanker, A. Zela, B. Staffler, A. Klein, L. Purucker, J. Franke, and F. Hutter. The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS'24), (2024)
7 months ago by @scadsfct
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2Single-cell transcriptomics and epigenomics point to CD58-CD2 interaction in controlling primary melanoma growth and immunity
A. Stubenvoll, M. Schmidt, J. Moeller, M. Chango, C. Schultz, O. Antoniadou, H. Loeffler-Wirth, S. Bernhart, F. Große, B. Thier and 7 other author(s). Cancer Communications, (January 2025)
7 months ago by @scadsfct
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single-cell
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