5 papers
UNION: A Lightweight Target Representation for Efficient Zero-Shot Image-Guided Retrieval with Optional Textual Queries
Hoang-Bao Le, Allie Tran, Binh T. Nguyen +2
Image-Guided Retrieval with Optional Text (IGROT) is a general retrieval setting where a query consists of an anchor image, with or without accompanying text, aiming to retrieve se…
FIGROTD: A Friendly-to-Handle Dataset for Image Guided Retrieval with Optional Text
Hoang-Bao Le, Allie Tran, Binh T. Nguyen +2
Image-Guided Retrieval with Optional Text (IGROT) unifies visual retrieval (without text) and composed retrieval (with text). Despite its relevance in applications like Google Imag…
Alibaba International E-commerce Product Search Competition DcuRAGONs Team Technical Report
Thang-Long Nguyen-Ho, Minh-Khoi Pham, Hoang-Bao Le
This report details our methodology and results developed for the Multilingual E-commerce Search Competition. The problem aims to recognize relevance between user queries versus pr…
Quizzard@INOVA Challenge 2025 -- Track A: Plug-and-Play Technique in Interleaved Multi-Image Model
Dinh Viet Cuong, Hoang-Bao Le, An Pham Ngoc Nguyen +2
This paper addresses two main objectives. Firstly, we demonstrate the impressive performance of the LLaVA-NeXT-interleave on 22 datasets across three different tasks: Multi-Image R…
The CASTLE 2024 Dataset: Advancing the Art of Multimodal Understanding
Luca Rossetto, Werner Bailer, Duc-Tien Dang-Nguyen +11
Egocentric video has seen increased interest in recent years, as it is used in a range of areas. However, most existing datasets are limited to a single perspective. In this paper,…