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06/14/2023
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
We propose and address a new generalisation problem: can a model trained...
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04/03/2023
Use Your Head: Improving Long-Tail Video Recognition
This paper presents an investigation into long-tail video recognition. W...
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10/25/2022
Refining Action Boundaries for One-stage Detection
Current one-stage action detection methods, which simultaneously predict...
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07/14/2022
Inertial Hallucinations – When Wearable Inertial Devices Start Seeing Things
We propose a novel approach to multimodal sensor fusion for Ambient Assi...
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06/11/2022
An Evaluation of OCR on Egocentric Data
In this paper, we evaluate state-of-the-art OCR methods on Egocentric da...
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01/02/2022
TVNet: Temporal Voting Network for Action Localization
We propose a Temporal Voting Network (TVNet) for action localization in ...
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01/15/2021
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
We propose a novel approach to few-shot action recognition, finding temp...
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07/29/2020
Meta-Learning with Context-Agnostic Initialisations
Meta-learning approaches have addressed few-shot problems by finding ini...
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10/03/2019
Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring
We present the first fully automated Sit-to-Stand or Stand-to-Sit (StS) ...
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04/18/2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition
Domain alignment in convolutional networks aims to learn the degree of l...
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04/08/2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
First-person vision is gaining interest as it offers a unique viewpoint ...
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12/22/2015