Anna Bognár — accepted AI-conference papers

2026

BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations

Lucas Martini, Alexander Lappe, Anna Bognár, Rufin Vogels, Martin A. Giese

ICLR 2026poster

The recognition of dynamic and social behavior in animals is fundamental for advancing several areas of the life sciences, including ethology, ecology, medicine and neuroscience. Recent progress in deep learning has enabled an automated recognition of such behavior from video data. However, an accur…

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2024

Parallel Backpropagation for Shared-Feature Visualization

Alexander Lappe, Anna Bognár, Ghazaleh Ghamkhari Nejad, Albert Mukovskiy, Lucas Martini, Martin A. Giese +1

NeurIPS 2024spotlight

High-level visual brain regions contain subareas in which neurons appear to respond more strongly to examples of a particular semantic category, like faces or bodies, rather than objects. However, recent work has shown that while this finding holds on average, some out-of-category stimuli also activ…

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