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07/04/2023
Query-based Video Summarization with Pseudo Label Supervision
Existing datasets for manually labelled query-based video summarization ...
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04/06/2023
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions
Deep neural networks have been critical in the task of Visual Question A...
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10/13/2021
The Dawn of Quantum Natural Language Processing
In this paper, we discuss the initial attempts at boosting understanding...
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05/30/2021
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning"
Automatically generating medical reports for retinal images is one of th...
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04/26/2021
Contextualized Keyword Representations for Multi-modal Retinal Image Captioning
Medical image captioning automatically generates a medical description t...
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04/26/2021
GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization
Traditional video summarization methods generate fixed video representat...
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11/01/2020
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
In this work, we propose an AI-based method that intends to improve the ...
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04/07/2020
Query-controllable Video Summarization
When video collections become huge, how to explore both within and acros...
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11/30/2019
Assessing the Robustness of Visual Question Answering
Deep neural networks have been playing an essential role in the task of ...
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02/11/2019
Synthesizing New Retinal Symptom Images by Multiple Generative Models
Age-Related Macular Degeneration (AMD) is an asymptomatic retinal diseas...
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08/16/2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model
Automatic clinical diagnosis of retinal diseases has emerged as a promis...
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06/17/2018
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases
Automatic clinical diagnosis of retinal diseases has emerged as a promis...
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11/16/2017
A Novel Framework for Robustness Analysis of Visual QA Models
Deep neural networks have been playing an essential role in many compute...
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09/14/2017
Robustness Analysis of Visual QA Models by Basic Questions
Visual Question Answering (VQA) models should have both high robustness ...
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03/19/2017
