3 papers
cs.LG2026
modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints
Muhammad Awais Bin Adil, Saad Aamir
The lineage graph of open-weight language models is self-reported: Hugging Face's base_model metadata field is optional and unverified, and over 60% of Hub models document no paren…
cs.CV2026
Integration of Object Detection and Small VLMs for Construction Safety Hazard Identification
Muhammad Adil, Mehmood Ahmed, Muhammad Aqib +3
Accurate and timely identification of construction hazards around workers is essential for preventing workplace accidents. While large vision-language models (VLMs) demonstrate str…
cs.CV2025
From Remote Sensing to Multiple Time Horizons Forecasts: Transformers Model for CyanoHAB Intensity in Lake Champlain
Muhammad Adil, Patrick J. Clemins, Andrew W. Schroth +9
Cyanobacterial Harmful Algal Blooms (CyanoHABs) pose significant threats to aquatic ecosystems and public health globally. Lake Champlain is particularly vulnerable to recurring Cy…