2 papers
cs.IR2025
GENIUS: A Generative Framework for Universal Multimodal Search
Sungyeon Kim, Xinliang Zhu, Xiaofan Lin +3
Generative retrieval is an emerging approach in information retrieval that generates identifiers (IDs) of target data based on a query, providing an efficient alternative to tradit…
cs.CV2023
ProcSim: Proxy-based Confidence for Robust Similarity Learning
Oriol Barbany, Xiaofan Lin, Muhammet Bastan +1
Deep Metric Learning (DML) methods aim at learning an embedding space in which distances are closely related to the inherent semantic similarity of the inputs. Previous studies hav…