Michael Kopp
- Hopfield Networks is All You Need
2020/07/16 by Hubert Ramsauer, Ramsauer, Hubert, Bernhard Schäfl +32 · 9 voices · 123 citations
Neuroscience · Computer Science · #Cognitive Science and Education Research #Semantic Web and Ontologies
- xLSTM: Extended Long Short-Term Memory
2024/05/07 by Maximilian Beck, Korbinian Pöppel, Beck, Maximilian +17 · 10 voices · 122 citations
Computer Science · #Topic Modeling
- Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network
2022/09/23 by Mario Krenn, Lorenzo Buffoni, Bruno Coutinho +15 · 4 voices · 16 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #cs.AI #cs.LG
- CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
2021/10/21 by Andreas Fürst, Fürst, Andreas, Elisabeth Rumetshofer +22 · 1 voice · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
2022/01/01 by Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi +2 · 7 citations
- Cross-Domain Few-Shot Learning by Representation Fusion
2020/10/13 by Thomas Adler, J. Brandstetter, Adler, Thomas +13 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- A remark on a paper of Krotov and Hopfield [arXiv:2008.06996]
2021/05/31 by Fei Tang, Michael Kopp, Tang, Fei +1 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Machine Learning (cs.LG) #Neural Networks and Applications #Neurons and Cognition (q-bio.NC) #Topological and Geometric Data Analysis
- Testing the mean field theory of scalar field dark matter
2022/10/12 by Andrew Eberhardt, A. Zamora, Eberhardt, Andrew +5 · 1 citation
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report
2022/11/09 by Ivan Švogor, Christian Eichenberger, Svogor, Ivan +7 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing
2024/10/13 by Yuduo Wang, Weikang Yu, Wang, Yuduo +5 · 1 citation
Social Sciences · #Geographic Information Systems Studies