5 papers
Rethinking Issue Resolution for AI/ML Systems
Ahmed Adnan, Mushfiqur Rahman, Antu Saha +1
We advocate for AI/ML issue resolution frameworks tailored to maintenance workflows and the nature of modern AI/ML systems. Existing issue resolution frameworks largely emerged for…
Less Is More? Selective Visual Attention to High-Importance Regions for Multimodal Radiology Summarization
Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mushfiqur Rahman +3
Automated radiology report summarization aims to distill verbose findings into concise clinical impressions, but existing multimodal models often struggle with visual noise and fai…
Bengali-Loop: Community Benchmarks for Long-Form Bangla ASR and Speaker Diarization
H. M. Shadman Tabib, Istiak Ahmmed Rifti, Abdullah Muhammed Amimul Ehsan +24
Bengali (Bangla) remains under-resourced in long-form speech technology despite its wide use. We present Bengali-Loop, two community benchmarks to address this gap: (1) a long-form…
CLARA: A Developer's Companion for Code Comprehension and Analysis
Ahmed Adnan, Mushfiqur Rahman, Saad Sakib Noor +1
Code comprehension and analysis of open-source project codebases is a task frequently performed by developers and researchers. However, existing tools that practitioners use for as…
SpectraSentinel: LightWeight Dual-Stream Real-Time Drone Detection, Tracking and Payload Identification
Shahriar Kabir, Istiak Ahmmed Rifti, H. M. Shadman Tabib +5
The proliferation of drones in civilian airspace has raised urgent security concerns, necessitating robust real-time surveillance systems. In response to the 2025 VIP Cup challenge…