no code implementations • 21 Aug 2024 • Johannes Meier, Luca Scalerandi, Oussema Dhaouadi, Jacques Kaiser, Nikita Araslanov, Daniel Cremers
Simulating drone views, it substantially expands the diversity of camera perspectives in existing benchmarks.
no code implementations • CVPR 2023 • Karim Guirguis, Johannes Meier, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer
Our contribution is three-fold: (1) we design a standalone lightweight generator with (2) class-wise heads (3) to generate and replay diverse instance-level base features to the RoI head while finetuning on the novel data.
Data-free Knowledge Distillation Few-Shot Object Detection +2
1 code implementation • 14 Nov 2021 • Vadim Borisov, Johannes Meier, Johan van den Heuvel, Hamed Jalali, Gjergji Kasneci
Understanding the results of deep neural networks is an essential step towards wider acceptance of deep learning algorithms.