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02/16/2023
MINOTAUR: Multi-task Video Grounding From Multimodal Queries
Video understanding tasks take many forms, from action detection to visu...
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01/13/2022
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning
Modern deep learning requires large-scale extensively labelled datasets ...
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06/12/2020
Weakly-supervised Any-shot Object Detection
Methods for object detection and segmentation rely on large scale instan...
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01/15/2020
Ensemble based discriminative models for Visual Dialog Challenge 2018
This manuscript describes our approach for the Visual Dialog Challenge 2...
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12/07/2019
Improved Few-Shot Visual Classification
Few-shot learning is a fundamental task in computer vision that carries ...
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06/13/2017