4 papers
AwakeForest: An Interactive Geospatial Platform for Large-Scale Forest Imagery
Suraj Prasai, Kangning Cui, Rongkun Zhu +5
Forest imagery analysis often involves multiple tightly coupled vision tasks, which must be performed under substantial variation in geographic regions, sensors, and acquisition co…
ELDOR: A Dataset and Benchmark for Illegal Gold Mining in the Amazon Rainforest
Kangning Cui, Surendra Bohara, Suraj Prasai +12
Illegal gold mining in the Amazon rainforest causes deforestation, water contamination, and long-term ecosystem disruption, yet remains difficult to monitor at fine spatial scales.…
AI Assisted Cervical Cancer Screening for Cytology Samples in Developing Countries
Love Panta, Suraj Prasai, Karishma Malla Vaidya +2
Cervical cancer remains a significant health challenge, with high incidence and mortality rates, particularly in transitioning countries. Conventional Liquid-Based Cytology(LBC) is…
Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali
Sharad Duwal, Suraj Prasai, Suresh Manandhar
Continual learning has emerged as an important research direction due to the infeasibility of retraining large language models (LLMs) from scratch in the event of new data availabi…