most citedThe State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24

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cs.MM2025

On the Brittleness of CLIP Text Encoders

Allie Tran, Luca Rossetto

Multimodal co-embedding models, especially CLIP, have advanced the state of the art in zero-shot classification and multimedia information retrieval in recent years by aligning ima…

cs.MM2025

Results of the 2025 Video Browser Showdown

Luca Rossetto, Klaus Schoeffmann, Cathal Gurrin +2

This report presents the results of the 14th Video Browser Showdown, held at the 2025 International Conference on Multimedia Modeling on the 8th of January 2025 in Nara, Japan.

cs.MM2025★ 11 cited

The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24

Allie Tran, Werner Bailer, Duc-Tien Dang-Nguyen +8

The ACM Lifelog Search Challenge (LSC) is a venue that welcomes and compares systems that support the exploration of lifelog data, and in particular the retrieval of specific infor…

cs.MM2025★ 1 cited

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,…

cs.MM2025

Results of the 2024 Video Browser Showdown

Luca Rossetto, Klaus Schoeffmann, Cathal Gurrin +2

This report presents the results of the 13th Video Browser Showdown, held at the 2024 International Conference on Multimedia Modeling on the 29th of January 2024 in Amsterdam, the…