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Papers matching “model-agnostic meta-learning” 13

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The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks
2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access

Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more

43

citations
Understanding transfer learning and gradient-based meta-learning techniques
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Mike Huisman, Aske Plaat, Jan N. van Rijn

12

citations
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

0

citations
Meta-learning spiking neural networks with surrogate gradient descent
2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Kenneth Michael Stewart, Emre Neftci

38

citations
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
2022 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Emre Neftci

2

citations
Meta-learning Hybrid Spiking networks as physics-based nonlinear solvers for physical simulations
2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

1

citations
Stateless neural meta-learning using second-order gradients
2022 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

9

citations
Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning
2022 IEEE Vehicular Technology Conference conference-paper Computer Science Advanced Malware Detection Techniques

Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui

6

citations
Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture
2024 conference-paper Engineering Advanced Memory and Neural Computing Open access

Yiğit Demirağ, Emre Neftci, Melika Payvand

1

citations
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization cited by 1 patent

Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, Haris Gacanin, +1 more

81

citations
Are LSTMs good few-shot learners?
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

12

citations
Are LSTMs Good Few-Shot Learners?
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

0

citations
Autogeneration and optimization of pick-and-place trajectories in robotic systems: A data-driven approach
2025 Robotics and Computer-Integrated Manufacturing article Engineering Robotic Mechanisms and Dynamics Open access

Mingkun Wu, Alisa Rupenyan, Burkhard J. Corves

8

citations

13 results