5 papers
SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators
Jonathan Li, Nasim Farahini, Evgenii Iuliugin +19
The proliferation of 100B+ parameter Large Language Models (LLMs) with 100k+ context length support have resulted in increasing demands for on-chip memory to support large KV cache…
How News Feels: Understanding Affective Bias in Multilingual Headlines for Human-Centered Media Design
Mohd Ruhul Ameen, Akif Islam, Abu Saleh Musa Miah +2
News media often shape the public mood not only by what they report but by how they frame it. The same event can appear calm in one outlet and alarming in another, reflecting subtl…
Equity-Aware Geospatial AI for Forecasting Demand-Driven Hospital Locations in Germany
Piyush Pant, Marcellius William Suntoro, Ayesha Siddiqua +2
This paper presents EA-GeoAI, an integrated framework for demand forecasting and equitable hospital planning in Germany through 2030. We combine district-level demographic shifts,…
Computer-Aided Osteoporosis Diagnosis Using Transfer Learning with Enhanced Features from Stacked Deep Learning Modules
Ayesha Siddiqua, Rakibul Hasan, Anichur Rahman +1
Knee osteoporosis weakens the bone tissue in the knee joint, increasing fracture risk. Early detection through X-ray images enables timely intervention and improved patient outcome…
Enhancing PTSD Outcome Prediction with Ensemble Models in Disaster Contexts
Ayesha Siddiqua, Atib Mohammad Oni, Abu Saleh Musa Miah +1
Post-traumatic stress disorder (PTSD) is a significant mental health challenge that affects individuals exposed to traumatic events. Early detection and effective intervention for…