4 papers
HyDRA: Hierarchical and Dynamic Rank Adaptation for Mobile Vision Language Model
Yuanhao Xi, Xiaohuan Bing, Ramin Yahyapour
Vision Language Models (VLMs) have undergone significant advancements, particularly with the emergence of mobile-oriented VLMs, which offer a wide range of application scenarios. H…
Benchmarking pig detection and tracking under diverse and challenging conditions
Jonathan Henrich, Christian Post, Maximilian Zilke +6
To ensure animal welfare and effective management in pig farming, monitoring individual behavior is a crucial prerequisite. While monitoring tasks have traditionally been carried o…
Re-Representation in Sentential Relation Extraction with Sequence Routing Algorithm
Ramazan Ali Bahrami, Ramin Yahyapour
Sentential relation extraction (RE) is an important task in natural language processing (NLP). In this paper we propose to do sentential RE with dynamic routing in capsules. We fir…
Workflow-Driven Modeling for the Compute Continuum: An Optimization Approach to Automated System and Workload Scheduling
Aasish Kumar Sharma, Christian Boehme, Patrick Gelà +2
The convergence of IoT, Edge, Cloud, and HPC technologies creates a compute continuum that merges cloud scalability and flexibility with HPC's computational power and specialized o…