Our work Multi-Object Tracking Retrieval with LLaVA-Video has won 2nd place at the MOTChallenge@ICCV'25
Our work on SPAN: Learning Similarity between Scene Graphs and Images with Transformers has been accepted at the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Our work on Optimization driven quantum circuit reduction has been accepted at the New Journal of Physics (NJP)
Our work CHiQPM: Calibrated Hierarchical Interpretable Image Classification has been accepted at the Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)! You can find the code here.
The “Institut für Informationsverarbeitung” (Institute of Information Processing) is the home of machine learning at the Leibniz University Hannover. We focus on three main research directions, namely (I) computer vision & representation learning, (II) signal processing & -coding and (III) automated machine learning. Our methods range from deep learning, automated machine learning, reinforcement learning, image analysis, remote sensing and compression of audio, image, video as well as DNA to biomedical data. Our efforts are directed towards making efficient use of multi-modal and high dimensional data for reliable predictions, ultimately supporting end-users, developers and decision makers in a vast range of applications.
Since the foundation in 1973, the institute holds a strong tradition of cultivating connections to industry partners and jointly developing solutions to automatically process and harness information. Some of the developed methodology were successfully spun-off commercially as for instance with driver assistance modules, cochlear implants or component testing. The institute is also well known for being actively involved in the standardization of MP3, MPEG-2, AVC (H.264), HEVC (H.265) as well as MPEG-G.
Do you want to join us? We have open positions.
"In der Promotion am TNT treffen sich Forschung und Lehre auf höchstem Niveau. Durch das tolle Team und die engagierte Betreuung ergänzt sich dazu noch eine Menge Spaß und Freude an der Arbeit!"
