Adam Lesnikowski

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Active Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Adam Lesnikowski, Valentin Tertius Bickel, Daniel Angerhausen
Automated Discovery of Anomalous Features in Ultralarge Planetary Remote-Sensing Datasets Using Variational Autoencoders. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Adam Lesnikowski, Gabriel de Souza Pereira Moreira, Sara Rabhi, Karl Byleen-Higley
Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions. CoRR (2021)
Adam Lesnikowski, Valentin Tertius Bickel, Daniel Angerhausen
Unsupervised Distribution Learning for Lunar Surface Anomaly Detection. CoRR (2020)
Kashyap Chitta, Jose M. Alvarez, Adam Lesnikowski
Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization. CoRR (2018)
Kashyap Chitta, Jose M. Alvarez, Adam Lesnikowski
Large-Scale Visual Active Learning with Deep Probabilistic Ensembles. CoRR (2018)
Jiaming Zeng, Adam Lesnikowski, Jose M. Alvarez
The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning. CoRR (2018)
Adam Lesnikowski
How Much Did it Rain? Predicting Real Rainfall Totals Based on Radar Data. CoRR (2016)