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04/10/2023
LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search
Queries with similar information needs tend to have similar document cli...
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03/06/2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
Transformer architectures have brought about fundamental changes to comp...
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02/12/2021
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives
While there exist a plethora of deep learning tools and frameworks, the ...
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11/25/2020
Reference-Based Video Colorization with Spatiotemporal Correspondence
We propose a novel reference-based video colorization framework with spa...
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04/27/2018
Customized Image Narrative Generation via Interactive Visual Question Generation and Answering
Image description task has been invariably examined in a static manner w...
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10/31/2017
Melody Generation for Pop Music via Word Representation of Musical Properties
Automatic melody generation for pop music has been a long-time aspiratio...
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09/21/2016
The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA)
Visual Question Answering (VQA) task has showcased a new stage of intera...
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06/20/2016
DualNet: Domain-Invariant Network for Visual Question Answering
Visual question answering (VQA) task not only bridges the gap between im...
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03/30/2016