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Articles by Michael Kopp

xLSTM: Extended Long Short-Term Memory
1
6 December 2024 by Maximilian Beck and others
Machine Learning, Artificial Intelligence
ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing
15 October 2024 by Yuduo Wang and others
Computer Vision and Pattern Recognition
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
4 June 2024 by Shizhen Chang and others
Computer Vision and Pattern Recognition
The variability patterns of the TeV blazar PG 1553+113 from a decade of MAGIC and multi-band observations
4 March 2024 by Magic Collaboration and others at LogoMAGIC Collaboration
High Energy Astrophysical Phenomena
The classical field approximation of ultra light dark matter: quantum breaktimes, corrections, and decoherence
11 October 2023 by Andrew Eberhardt and others
Cosmology and Nongalactic Astrophysics, High Energy Physics
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks
8 October 2023 by Yonghao Xu and others
Computer Vision and Pattern Recognition
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities
31 August 2023 by Moritz Neun and others
Machine Learning
Disruption of desmoplastic stroma overcomes restrictions to T cell extravasation, immune exclusion and immunosuppression in solid tumors
22 August 2023 by Zedong Xiao and others
Immunology
The impact of the AI revolution on asset management
24 April 2023 by Michael Kopp
General Finance, Machine Learning
Traffic4cast at NeurIPS 2022 -- Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors
14 March 2023 by Moritz Neun and others
Machine Learning, Social and Information Networks
On inference of quantization from gravitationally induced entanglement
15 February 2023 by Vasileios Fragkos and others
Quantum Physics, General Relativity and Quantum Cosmology
Evolutionary dynamics of sex-biased gene expression in a young XY system: Insights from the brown algae
4 January 2023 by W. Hatchett and others
Evolutionary Biology
Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report
7 December 2022 by Ivan Švogor and others
Machine Learning, Distributed, Parallel, and Cluster Computing
Multi-messenger characterization of Mrk 501 during historically low X-ray and γ-ray activity
8 November 2022 by Hiroaki Abe and others
High Energy Astrophysical Phenomena
Testing the mean field theory of scalar field dark matter
12 October 2022 by Andrew Eberhardt and others
Cosmology and Nongalactic Astrophysics, High Energy Physics
Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection
9 October 2022 by Shizhen Chang and others
Computer Vision and Pattern Recognition
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
1
23 September 2022 by Mario Krenn and others
Artificial Intelligence, Machine Learning
Nonclassicality of axion-like dark matter through gravitational self-interactions
11 August 2022 by Michael Kopp and others
Cosmology and Nongalactic Astrophysics, Other Condensed Matter
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
27 June 2022 by Omid Ghorbanzadeh and others
Computer Vision and Pattern Recognition, Image and Video Processing
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
1 April 2022 by Christian Eichenberger and others
Machine Learning
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
11 February 2022 by Andreas Fürst and others
Machine Learning, Computer Vision and Pattern Recognition
On the single classical field description of interacting scalar fields
29 October 2021 by Andrew Eberhardt and others
High Energy Physics, General Relativity and Quantum Cosmology
Field moment expansion method for interacting Bosonic systems
28 October 2021 by Andrew Eberhardt and others
Computational Physics, Cosmology and Nongalactic Astrophysics
Dark Matter properties through cosmic history
8 September 2021 by Stéphane Ilić and others
Cosmology and Nongalactic Astrophysics
Investigation of the correlation patterns and the Compton dominance variability of Mrk 421 in 2017
10 June 2021 by Magic Collaboration and others
High Energy Astrophysical Phenomena
A remark on a paper of Krotov and Hopfield [arXiv:2008.06996]
3 June 2021 by Fei Tang and Michael Kopp
Neurons and Cognition, Artificial Intelligence
Cross-Domain Few-Shot Learning by Representation Fusion
16 February 2021 by Thomas Adler and others
Machine Learning
D614G mutation alters SARS-CoV-2 spike conformational dynamics and protease cleavage susceptibility at the S1/S2 junction
26 December 2020 by Sophie Gobeil and others at LogoDuke University
Biophysics
Hopfield Networks is All You Need
22 December 2020 by Hubert Ramsauer and others
Neural and Evolutionary Computing, Computation and Language
Controlling the SARS-CoV-2 Spike Glycoprotein Conformation
22 July 2020 by Rob Henderson and others at LogoDuke University
Immunology
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