283 citations · 374 across the 23 of their papers we have counts for
26 papers
Leveraging Auxiliary Information in Text-to-Video Retrieval: A Review
Adriano Fragomeni, Dima Damen, Michael Wray
Text-to-Video (T2V) retrieval aims to identify the most relevant item from a gallery of videos based on a user's text query. Traditional methods rely solely on aligning video and t…
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval
Adriano Fragomeni, Dima Damen, Michael Wray
Video retrieval requires aligning visual content with corresponding natural language descriptions. In this paper, we introduce Modality Auxiliary Concepts for Video Retrieval (MAC-…
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
Toby Perrett, Ahmad Darkhalil, Saptarshi Sinha +16
We present a validation dataset of newly-collected kitchen-based egocentric videos, manually annotated with highly detailed and interconnected ground-truth labels covering: recipe…
Moment of Untruth: Dealing with Negative Queries in Video Moment Retrieval
Kevin Flanagan, Dima Damen, Michael Wray
Video Moment Retrieval is a common task to evaluate the performance of visual-language models - it involves localising start and end times of moments in videos from query sentences…
ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions
Tomáš Souček, Prajwal Gatti, Michael Wray +3
The goal of this work is to generate step-by-step visual instructions in the form of a sequence of images, given an input image that provides the scene context and the sequence of…
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision
Siddhant Bansal, Michael Wray, Dima Damen
Large Vision Language Models (VLMs) are now the de facto state-of-the-art for a number of tasks including visual question answering, recognising objects, and spatial referral. In t…