Denis Blessing

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Knowledge Discovery

Variational Methods

Digital Literacy

Imitation Learning

Top Venues

PLoS Comput. Biol.

Publications

Francisco Vargas, Shreyas Padhy, Denis Blessing, Nikolas Nüsken
Transport meets Variational Inference: Controlled Monte Carlo Diffusions. ICLR (2024)
Xiaogang Jia, Denis Blessing, Xinkai Jiang, Moritz Reuss, Atalay Donat, Rudolf Lioutikov, Gerhard Neumann
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations. CoRR (2024)
Xiaogang Jia, Denis Blessing, Xinkai Jiang, Moritz Reuss, Atalay Donat, Rudolf Lioutikov, Gerhard Neumann
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations. ICLR (2024)
Denis Blessing, Xiaogang Jia, Johannes Esslinger, Francisco Vargas, Gerhard Neumann
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling. CoRR (2024)
Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge Li, Hongyi Zhou, Onur Celik, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann
MaIL: Improving Imitation Learning with Mamba. CoRR (2024)
Hongyi Zhou, Denis Blessing, Ge Li, Onur Celik, Xiaogang Jia, Gerhard Neumann, Rudolf Lioutikov
Variational Distillation of Diffusion Policies into Mixture of Experts. CoRR (2024)
Denis Blessing, Onur Celik, Xiaogang Jia, Moritz Reuss, Maximilian Xiling Li, Rudolf Lioutikov, Gerhard Neumann
Information Maximizing Curriculum: A Curriculum-Based Approach for Training Mixtures of Experts. CoRR (2023)
Maximilian Xiling Li, Onur Celik, Philipp Becker, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann
Curriculum-Based Imitation of Versatile Skills. ICRA (2023)
Denis Blessing, Onur Celik, Xiaogang Jia, Moritz Reuss, Maximilian Li, Rudolf Lioutikov, Gerhard Neumann
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills. NeurIPS (2023)
Maximilian Xiling Li, Onur Celik, Philipp Becker, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann
Curriculum-Based Imitation of Versatile Skills. CoRR (2023)
Benjamin Schott, Manuel Traub, Cornelia Schlagenhauf, Masanari Takamiya, Thomas Antritter, Andreas Bartschat, Katharina Löffler, Denis Blessing, Jens C. Otte, Andrei Kobitski, G. Ulrich Nienhaus, Uwe Strähle, Ralf Mikut, Johannes Stegmaier
EmbryoMiner: A new framework for interactive knowledge discovery in large-scale cell tracking data of developing embryos. PLoS Comput. Biol. 14 (4) (2018)