Klotz, Daniel

9 publications

NeurIPS 2025 TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning Andreas Auer, Patrick Podest, Daniel Klotz, Sebastian Böck, Günter Klambauer, Sepp Hochreiter

NeurIPS 2024 Energy-Based Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann, Simon Schmid, Bernhard Lehner, Daniel Klotz, Sepp Hochreiter

ICMLW 2024 Energy-Based Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann, Simon Lucas Schmid, Bernhard Lehner, Daniel Klotz, Sepp Hochreiter

ICMLW 2024 Energy-Based Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann, Simon Lucas Schmid, Bernhard Lehner, Daniel Klotz, Sepp Hochreiter

CoLLAs 2024 Simplified Priors for Object-Centric Learning Vihang Prakash Patil, Andreas Radler, Daniel Klotz, Sepp Hochreiter

NeurIPS 2023 Conformal Prediction for Time Series with Modern Hopfield Networks Andreas Auer, Martin Gauch, Daniel Klotz, Sepp Hochreiter

NeurIPSW 2023 Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann, Simon Lucas Schmid, Bernhard Lehner, Daniel Klotz, Sepp Hochreiter

CoLLAs 2022 Few-Shot Learning by Dimensionality Reduction in Gradient Space Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner

ICML 2021 MC-LSTM: Mass-Conserving LSTM Pieter-Jan Hoedt, Frederik Kratzert, Daniel Klotz, Christina Halmich, Markus Holzleitner, Grey S Nearing, Sepp Hochreiter, Guenter Klambauer