6 papers
Agentic Discovery of Non-Canonical Antimicrobial Peptides with AMPGAN v3
Jay Jung, Xiaohan Zhang, Shenghan Song +8
Antimicrobial resistance causes to over a million deaths annually. Antimicrobial peptides (AMPs) are a promising solution, but generative AMP models are not yet ready to design pep…
Turning Generators into Retrievers: Unlocking MLLMs for Natural Language-Guided Geo-Localization
Yuqi Chen, Xiaohan Zhang, Ahmad Arrabi +3
Natural-language Guided Cross-view Geo-localization (NGCG) aims to retrieve geo-tagged satellite imagery using textual descriptions of ground scenes. While recent NGCG methods comm…
Geo: Geometry-Guided Cross-view Geo-Localization and Image Synthesis
Yancheng Zhang, Xiaohan Zhang, Guangyu Sun +3
Cross-view geo-spatial learning consists of two important tasks: Cross-View Geo-Localization (CVGL) and Cross-View Image Synthesis (CVIS), both of which rely on establishing geomet…
GeoFlow: Real-Time Fine-Grained Cross-View Geolocalization via Iterative Flow Prediction
Ayesh Abu Lehyeh, Xiaohan Zhang, Ahmad Arrabi +3
Accurate and fast localization is vital for safe autonomous navigation in GPS-denied areas. Fine-Grained Cross-View Geolocalization (FG-CVG) aims to estimate the precise 2-Degree-o…
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…
VICI: VLM-Instructed Cross-view Image-localisation
Xiaohan Zhang, Tavis Shore, Chen Chen +3
In this paper, we present a high-performing solution to the UAVM 2025 Challenge, which focuses on matching narrow FOV street-level images to corresponding satellite imagery using t…