Variational network quantization J Achterhold, JM Koehler, A Schmeink, T Genewein International Conference on Learning Representations (ICLR) 2018, 2018 | 98 | 2018 |
Sample-efficient Cross-Entropy Method for Real-time Planning C Pinneri, S Sawant, S Blaes, J Achterhold, J Stueckler, M Rolinek, ... Conference on Robot Learning (CoRL) 2020, 2020 | 51 | 2020 |
In situ measurement of part geometries in layer images from laser beam melting processes J zur Jacobsmühlen, J Achterhold, S Kleszczynski, G Witt, D Merhof Progress in Additive Manufacturing 4, 155-165, 2019 | 15 | 2019 |
Numerical quadrature for probabilistic policy search J Vinogradska, B Bischoff, J Achterhold, T Koller, J Peters IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (1), 164-175, 2018 | 14 | 2018 |
Robust calibration marker detection in powder bed images from laser beam melting processes J zur Jacobsmühlen, J Achterhold, S Kleszczynski, G Witt, D Merhof 2016 IEEE International Conference on Industrial Technology (ICIT), 910-915, 2016 | 11 | 2016 |
Learning to Identify Physical Parameters from Video Using Differentiable Physics RK Kandukuri, J Achterhold, M Möller, J Stückler 42th German Conference on Pattern Recognition (GCPR), 2020 | 10 | 2020 |
Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models J Achterhold, J Stueckler Conference on Artificial Intelligence and Statistics (AISTATS) 2021, 3529-3537, 2021 | 5 | 2021 |
Method, device and computer program for creating a deep neural network J Achterhold, JM Koehler, T Genewein US Patent 11,531,888, 2022 | 2 | 2022 |
Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning J Achterhold, M Krimmel, J Stueckler arXiv preprint arXiv:2207.05018, 2022 | 2 | 2022 |
Physical representation learning and parameter identification from video using differentiable physics RK Kandukuri, J Achterhold, M Moeller, J Stueckler International Journal of Computer Vision, 1-14, 2022 | 1 | 2022 |
Planning from Images with Deep Latent Gaussian Process Dynamics N Bosch, J Achterhold, L Leal-Taixé, J Stückler Conference on Learning for Dynamics and Control (L4DC) 2020, 2020 | 1 | 2020 |