2 citations · 2 across the 6 of their papers we have counts for
6 papers
StrAD: A Streaming Method and Benchmark for Audio Description Generation for Long-form Videos
Julian Spravil, Sebastian Houben, Sven Behnke
Visual content is the dominant medium of communication, yet without audio descriptions (ADs), it remains inaccessible to blind and low-vision people. ADs narrate context-relevant v…
From Language to Action: Can LLM-Based Agents Be Used for Embodied Robot Cognition?
Shinas Shaji, Fabian Huppertz, Alex Mitrevski +1
In order to flexibly act in an everyday environment, a robotic agent needs a variety of cognitive capabilities that enable it to reason about plans and perform execution recovery.…
Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation
Julian Spravil, Sebastian Houben, Sven Behnke
Cross-lingual, cross-task transfer is challenged by task-specific data scarcity, which becomes more severe as language support grows and is further amplified in vision-language mod…
Bayesian Inverse Graphics for Few-Shot Concept Learning
Octavio Arriaga, Jichen Guo, Rebecca Adam +2
Humans excel at building generalizations of new concepts from just one single example. Contrary to this, current computer vision models typically require large amount of training s…
Robust Entropy Search for Safe Efficient Bayesian Optimization
Dorina Weichert, Alexander Kister, Sebastian Houben +2
The practical use of Bayesian Optimization (BO) in engineering applications imposes special requirements: high sampling efficiency on the one hand and finding a robust solution on…
HyenaPixel: Global Image Context with Convolutions
Julian Spravil, Sebastian Houben, Sven Behnke
In computer vision, a larger effective receptive field (ERF) is associated with better performance. While attention natively supports global context, its quadratic complexity limit…