| Causal State Distillation for Explainable Reinforcement Learning W Lu, X Zhao, T Fryen, JH Lee, M Li, S Magg, S Wermter Causal Learning and Reasoning, 106-142, 2024 | | 2024 |
| Learning Bidirectional Action-Language Translation with Limited Supervision and Testing with Incongruent Input O Özdemir, M Kerzel, C Weber, JH Lee, MB Hafez, P Bruns, S Wermter Applied Artificial Intelligence 37 (1), 2179167, 2023 | 1 | 2023 |
| Read Between the Layers: Leveraging Intra-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models K Ahrens, HH Lehmann, JH Lee, S Wermter arXiv preprint arXiv:2312.08888, 2023 | 1 | 2023 |
| Visually Grounded Continual Language Learning with Selective Specialization K Ahrens, L Bengtson, JH Lee, S Wermter arXiv preprint arXiv:2310.15571, 2023 | | 2023 |
| From neural activations to concepts: A survey on explaining concepts in neural networks JH Lee, S Lanza, S Wermter arXiv preprint arXiv:2310.11884, 2023 | 2 | 2023 |
| Enhancing zero-shot chain-of-thought reasoning in large language models through logic X Zhao, M Li, W Lu, C Weber, JH Lee, K Chu, S Wermter arXiv preprint arXiv:2309.13339, 2023 | 4 | 2023 |
| Proceedings of the 2nd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2023) co-located with the 32nd International Joint Conference on Artificial … M Sioutis, Z Long, JH Lee, M Bhatt | | 2023 |
| Neuro-Symbolic Spatio-Temporal Reasoning JH Lee, M Sioutis, K Ahrens, M Alirezaie, M Kerzel, S Wermter Compendium of Neurosymbolic Artificial Intelligence 369, 410, 2023 | 2 | 2023 |
| Internally Rewarded Reinforcement Learning M Li, X Zhao, JH Lee, C Weber, S Wermter Proceedings of the 40th International Conference on Machine Learning, 2023 | 6 | 2023 |
| Harnessing the power of multi-task pretraining for ground-truth level natural language explanations B Plüster, J Ambsdorf, L Braach, JH Lee, S Wermter arXiv preprint arXiv:2212.04231, 2022 | 3 | 2022 |
| More Diverse Training, Better Compositionality! Evidence from Multimodal Language Learning C Volquardsen, JH Lee, C Weber, S Wermter International Conference on Artificial Neural Networks, 417-428, 2022 | | 2022 |
| Learning flexible translation between robot actions and language descriptions O Özdemir, M Kerzel, C Weber, JH Lee, S Wermter International Conference on Artificial Neural Networks, 246-257, 2022 | 1 | 2022 |
| Language model-based paired variational autoencoders for robotic language learning O Özdemir, M Kerzel, C Weber, JH Lee, S Wermter IEEE Transactions on Cognitive and Developmental Systems, 2022 | 3 | 2022 |
| Spatial relation learning in complementary scenarios with deep neural networks JH Lee, Y Yao, O Özdemir, M Li, C Weber, Z Liu, S Wermter Frontiers in Neurorobotics 16, 844753, 2022 | 3 | 2022 |
| Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning K Ahrens, M Kerzel, JH Lee, C Weber, S Wermter arXiv preprint arXiv:2207.02624, 2022 | | 2022 |
| What is Right for Me is not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning JH Lee, M Kerzel, K Ahrens, C Weber, S Wermter 31st International Joint Conference on Artificial Intelligence (IJCAI 22), 2022 | 9 | 2022 |
| Robotic occlusion reasoning for efficient object existence prediction M Li, C Weber, M Kerzel, JH Lee, Z Zeng, Z Liu, S Wermter 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 7 | 2021 |
| Embodied language learning with paired variational autoencoders O Özdemir, M Kerzel, S Wermter 2021 IEEE International Conference on Development and Learning (ICDL), 1-6, 2021 | 6 | 2021 |
| Generalization in multimodal language learning from simulation A Eisermann, JH Lee, C Weber, S Wermter 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 8 | 2021 |
| Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation S Kong, J Bai, JH Lee, D Chen, A Allyn, M Stuart, M Pinsky, K Mills, ... 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020 | 14 | 2020 |
Prof Dr Stefan WermterUniversity of HamburgVerified email at uni-hamburg.de
