3 Paper accepted to NeurIPS 2021:
Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data (to be renamed to “Well-tuned Simple Nets Excel on Tabular Datasets”), HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO and Explaining Hyperparameter Optimization via Partial Dependence Plots
1 Paper accepted to WACV 2022:
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
4 Papers accepted to ICCV 2021: (a) Spatial-Temporal Transformer for Dynamic Scene Graph Generation, (b) Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows, (c) Disentangled Lifespan Face Synthesis (Code), and (d) Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. Congratulations!
1 Paper accepted to the Transactions on Games:
TOAD-GAN: a Flexible Framework for Few-Shot Level Generation in Token-Based Games
VCIP 2021: We organize VCIP 2021, one of the oldest IEEE conferences in the field of visual communications and image processing.
Founded in 1973, the Institute of Information Processing (TNT) at Leibniz University Hannover (LUH) conducts research in the areas of artificial intelligence and machine learning, audio and video signal processing and coding, image analysis, remote sensing and biomedical engineering. The institute was actively involved in the standardization of MP3, MPEG-2, AVC (H.264) as well as HEVC (H.265) and contributes to various other standards. Techniques developed at the institute are used in numerous information processing systems, for example for implants, component testing or driver assistance, and are commercially marketed in spin-off companies. Together with our partners from industry and research, we develop solutions for the effective and automated use of information.
Do you want to join us? We have open positions.