Search Results for author: Sina Malakouti

Found 2 papers, 1 papers with code

Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition

no code implementations3 Jan 2024 Kyle Buettner, Sina Malakouti, Xiang Lorraine Li, Adriana Kovashka

In the absence of training data from target geographies, we hypothesize that geographically diverse descriptive knowledge of categories can enhance robustness.

Descriptive Language Modelling +3

Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment

1 code implementation BMVC 2023 Sina Malakouti, Adriana Kovashka

Existing domain adaptation (DA) and generalization (DG) methods in object detection enforce feature alignment in the visual space but face challenges like object appearance variability and scene complexity, which make it difficult to distinguish between objects and achieve accurate detection.

Descriptive Domain Generalization +4

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