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05/10/2023
iEdit: Localised Text-guided Image Editing with Weak Supervision
Diffusion models (DMs) can generate realistic images with text guidance ...
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04/26/2022
Contrastive Language-Action Pre-training for Temporal Localization
Long-form video understanding requires designing approaches that are abl...
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03/24/2021
Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning
Cross-modal recipe retrieval has recently gained substantial attention d...
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10/09/2018
Image Captioning as Neural Machine Translation Task in SOCKEYE
Image captioning is an interdisciplinary research problem that stands be...
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09/29/2016
Kernel Methods on Approximate Infinite-Dimensional Covariance Operators for Image Classification
This paper presents a novel framework for visual object recognition usin...
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03/27/2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention
In many computer vision tasks, the relevant information to solve the pro...
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09/13/2014
Self-taught Object Localization with Deep Networks
This paper introduces self-taught object localization, a novel approach ...
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01/31/2014
A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning
This paper presents a general vector-valued reproducing kernel Hilbert s...
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09/16/2011