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cs.CV2026
PARC-Loc: Text-to-Point-Cloud Localization with Partial Assignment and Relational Consistency
Shengkai Ma, Zhenyu Hou, Weihua Cao
Text-to-point-cloud localization estimates a position in a city-scale 3D map from descriptions of surrounding objects. Existing coarse-to-fine methods retrieve submaps using aggreg…
cs.CV2026
Sat-JEPA-Diff: Bridging Self-Supervised Learning and Generative Diffusion for Remote Sensing
Kursat Komurcu, Linas Petkevicius
Predicting satellite imagery requires a balance between structural accuracy and textural detail. Standard deterministic methods like PredRNN or SimVP minimize pixel-based errors bu…