Publications related to Information retrieval

Improving the understanding of mobility in cross-border areas using a pooled travel survey

Guillaume Simon Joseph Drevon, Philippe Gerber

Understanding mobility behaviour in cross-border regions is a major challenge for transport policies and the wellbeing of people living near national borders. However, the available relevant information is often limited to a collection of unharmonized nati ...

Springer2024

From scattered sources to comprehensive technology landscape : A recommendation-based retrieval approach

Karl Aberer, Chi Thang Duong

Mapping the technology landscape is crucial for market actors to take informed investment decisions. However, given the large amount of data on the Web and its subsequent information overload, manually retrieving information is a seemingly ineffective and ...

ELSEVIER2023

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Karl Aberer, Rémi Philippe Lebret, Negar Foroutan Eghlidi

Vision-Language Pre-training (VLP) has advanced the performance of many visionlanguage tasks, such as image-text retrieval, visual entailment, and visual reasoning. The pre-training mostly utilizes lexical databases and image queries in English. Previous w ...

Assoc Computational Linguistics-Acl2023

Unlocking a multimodal archive of Southern Chinese martial arts through embodied cues

Sarah Irene Brutton Kenderdine, Yumeng Hou, Fadel Mamar Seydou

Purpose: Despite being an authentic carrier of various cultural practices, the human body is often underutilised to access the knowledge of human body. Digital inventions today have created new avenues to open up cultural data resources, yet mainly as appa ...

2023

Database of Residual Stress Measurements on Hot-rolled Wide Flange Steel Cross Sections

Dimitrios Lignos, Albano António De Abreu E Presa De Castro E Sousa, Andronikos Skiadopoulos

Data_info.csv: Database of 'Residual Stress Measurements on Hot-rolled Wide Flange Steel Cross Sections' including cross-sectional and material characteristics as well as information relevant to ploting the residual stress distributions. Distributions.zip: ...

Zenodo2023

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings

Sébastien Marcel, Hatef Otroshi Shahreza

This study focuses on the protection of soft-biometric attributes related to the demographic information of individuals that can be extracted from compact representations of face images, called embeddings. We consider a state-ofthe-art technology for soft- ...

IEEE COMPUTER SOC2023

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images

Devis Tuia, Christel Marie Tartini-Chappuis, Li Mi, Siran Li

Image-based retrieval in large Earth observation archives is difficult, because one needs to navigate across thousands of candidate matches only with the proposition image as a guide. By using text as a query language, the retrieval system gains in usabili ...

2022

Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding

Karl Aberer, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Thành Tâm Nguyên, Chi Thang Duong

The heterogeneity of today's Web sources requires information retrieval (IR) systems to handle multi-modal queries. Such queries define a user's information needs by different data modalities, such as keywords, hashtags, user profiles, and other media. Rec ...

IEEE COMPUTER SOC2022

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Information retrieval

Improving the understanding of mobility in cross-border areas using a pooled travel survey

From scattered sources to comprehensive technology landscape : A recommendation-based retrieval approach

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Interpretable Representation Learning and Evaluation for Abstractive Summarization

Unlocking a multimodal archive of Southern Chinese martial arts through embodied cues

Database of Residual Stress Measurements on Hot-rolled Wide Flange Steel Cross Sections

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images

Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding

Graph Embedding for Retrieval

Graph Chatbot

Chat with Graph Search

Unlocking a multimodal archive of Southern Chinese martial arts through embodied cues

From scattered sources to comprehensive technology landscape : A recommendation-based retrieval approach

Interpretable Representation Learning and Evaluation for Abstractive Summarization

Database of Residual Stress Measurements on Hot-rolled Wide Flange Steel Cross Sections

Graph Embedding for Retrieval

Improving the understanding of mobility in cross-border areas using a pooled travel survey

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings