Jensun Ravichandran

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Transfer Learning

Learning Vector Quantization

Changing Environment

Mri Segmentation

Top Venues

Publications

Lukas Ewecker, Niklas Wagner, Tim Brühl, Robin Schwager, Tin Stribor Sohn, Alexander Engelsberger, Jensun Ravichandran, Hanno Stage, Jacob Langner, Sascha Saralajew
Detecting Oncoming Vehicles at Night in Urban Scenarios - An Annotation Proof-Of-Concept. IV (2024)
Thomas Villmann, Daniel Staps, Jensun Ravichandran, Sascha Saralajew, Michael Biehl, Marika Kaden
A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space Evaluation. IDA (2022)
Jensun Ravichandran, Marika Kaden, Thomas Villmann
Variants of recurrent learning vector quantization. Neurocomputing 502 (2022)
Danny Möbius, Jensun Ravichandran, Marika Kaden, Thomas Villmann
Trustworthiness and Confidence of Gait Phase Predictions in Changing Environments Using Interpretable Classifier Models. ICONIP (2) (2022)
Thomas Villmann, Alexander Engelsberger, Jensun Ravichandran, Andrea Villmann, Marika Kaden
Quantum-inspired learning vector quantizers for prototype-based classification. Neural Comput. Appl. 34 (1) (2022)
Jensun Ravichandran, Thomas Villmann, Marika Kaden
RecLVQ: Recurrent Learning Vector Quantization. ESANN (2021)
Jensun Ravichandran, Marika Kaden, Sascha Saralajew, Thomas Villmann
Variants of DropConnect in Learning vector quantization networks for evaluation of classification stability. Neurocomputing 403 (2020)
Thomas Villmann, Jensun Ravichandran, Alexander Engelsberger, Andrea Villmann, Marika Kaden
Quantum-Inspired Learning Vector Quantization for Classification Learning. ESANN (2020)
Jensun Ravichandran, Sascha Saralajew, Thomas Villmann
DropConnect for Evaluation of Classification Stability in Learning Vector Quantization. ESANN (2019)
Thomas Villmann, Jensun Ravichandran, Andrea Villmann, David Nebel, Marika Kaden
Investigation of Activation Functions for Generalized Learning Vector Quantization. WSOM+ (2019)