From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “few-shot classification” 19

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning
2022 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall) conference-paper Computer Science Internet Traffic Analysis and Secure E-voting

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

6

citations
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
2023 arXiv (Cornell University) preprint Medicine Lung Cancer Diagnosis and Treatment Open access

Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, +3 more

0

citations
Interpolative Metric Learning for Few-Shot Specific Emitter Identification
2023 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

Cheng Wang, Xue Gang Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more

48

citations
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
2024 Informatik aktuell conference-paper Medicine Radiomics and Machine Learning in Medical Imaging

Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, +4 more

2

citations
Robust Few-Shot Specific Emitter Identification Using Multi-View Feature Fusion with Attention
2025 conference-paper Computer Science Wireless Signal Modulation Classification

Gaoli Yan, Xue Gang Fu, Yu Wang, Haris Gacanin, Hikmet Sari, Guan Gui

1

citations
Defect localization during laser microwelding of battery connectors using long exposure imaging and few-shot learning
2022 Procedia CIRP article Engineering Welding Techniques and Residual Stresses Open access

Christian Knaak, Benedikt von Querfurth, Sören Hollatz, Emil Duong, Alexander M. Olowinsky

1

citations
Domain-incremental white blood cell classification with privacy-aware continual learning
2025 Scientific Reports article Computer Science Domain Adaptation and Few-Shot Learning Open access

Pratibha Kumari, Afshin Bozorgpour, Daniel Reisenbüchler, Edgar Jost, Martina Margrit Crysandt, Christian Matek, +1 more

2

citations
Transcriptomics-guided Slide Representation Learning in Computational Pathology
2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access

Guillaume Jaume, Lukas Oldenburg, Anurag Jayant Vaidya, Richard J. Chen, Drew F. K. Williamson, Andrew H. Song, +1 more

3

citations
Point2Vec for Self-Supervised Representation Learning on Point Clouds
2023 arXiv (Cornell University) preprint Engineering 3D Shape Modeling and Analysis Open access

Jonas Schult, Alexander Hermans, Bastian Leibe

8

citations
On-Chip Learning via Transformer In-Context Learning
2025 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) conference-paper Engineering Advanced Memory and Neural Computing

Jan Finkbeiner, Emre Neftci

0

citations
On-Chip Learning via Transformer In-Context Learning
2024 arXiv (Cornell University) preprint Engineering Analog and Mixed-Signal Circuit Design Open access

Jan Finkbeiner, Emre Neftci

0

citations
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift
2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

34

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations
Union Embedding and Backbone-Attention boost Zero-Shot Learning Model (UBZSL)
2022 conference-paper Computer Science Domain Adaptation and Few-Shot Learning

Ziyu Li

0

citations
Point2Vec for Self-supervised Representation Learning on Point Clouds
2024 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe

35

citations
All Eyes on the Workflow: Automated and Efficient Event Discovery from Video Streams
2026 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

Marco Pegoraro, Jonas Seng, Dustin Heller, Wil M. P. van der Aalst, Kristian Kersting

0

citations
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness
2026 arXiv (Cornell University) preprint Engineering Indoor and Outdoor Localization Technologies Open access

Murilo Batista, Shirin Salehi, Saeed Mashdour, Paul Zheng, Rodrigo C. de Lamare, Anke Schmeink

0

citations
Vision Also You Need: Navigating Out-of-Distribution Detection with Multimodal Large Language Model
2026 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Haoran Xu, Yanlin Liu, Zizhao Tong, Jiaze Li, Kexue Fu, Yuyang Zhang, +5 more

0

citations
$μ$PC: Scaling Predictive Coding to 100+ Layer Networks
2025 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Francesco Innocenti, El Mehdi Achour, Christopher L. Buckley

0

citations

19 results