Kujanpää, Kalle

6 publications

ICLR 2025 Discrete Codebook World Models for Continuous Control Aidan Scannell, Mohammadreza Nakhaeinezhadfard, Kalle Kujanpää, Yi Zhao, Kevin Sebastian Luck, Arno Solin, Joni Pajarinen

TMLR 2025 Efficient Knowledge Injection in LLMs via Self-Distillation Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin

ICMLW 2024 Quantized Representations Prevent Dimensional Collapse in Self-Predictive RL Aidan Scannell, Kalle Kujanpää, Yi Zhao, Mohammadreza Nakhaeinezhadfard, Arno Solin, Joni Pajarinen

ICML 2023 Hierarchical Imitation Learning with Vector Quantized Models Kalle Kujanpää, Joni Pajarinen, Alexander Ilin

NeurIPS 2023 Hybrid Search for Efficient Planning with Completeness Guarantees Kalle Kujanpää, Joni K. Pajarinen, Alexander Ilin

AISTATS 2021 Longitudinal Variational Autoencoder Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki