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02/16/2023
Efficiency 360: Efficient Vision Transformers
Transformers are widely used for solving tasks in natural language proce...
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03/07/2022
Barlow constrained optimization for Visual Question Answering
Visual question answering is a vision-and-language multimodal task, that...
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04/01/2021
Collaborative Learning to Generate Audio-Video Jointly
There have been a number of techniques that have demonstrated the genera...
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02/03/2021
Do Not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting
One of the major limitations of deep learning models is that they face c...
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01/23/2020
Deep Bayesian Network for Visual Question Generation
Generating natural questions from an image is a semantic task that requi...
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01/23/2020
Robust Explanations for Visual Question Answering
In this paper, we propose a method to obtain robust explanations for vis...
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12/31/2019
Revisiting Paraphrase Question Generator using Pairwise Discriminator
In this paper, we propose a method for obtaining sentence-level embeddin...
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12/19/2019
Deep Exemplar Networks for VQA and VQG
In this paper, we consider the problem of solving semantic tasks such as...
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11/19/2019
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA
In this paper, we aim to obtain improved attention for a visual question...
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10/14/2019
Dynamic Attention Networks for Task Oriented Grounding
In order to successfully perform tasks specified by natural language ins...
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10/13/2019
Granular Multimodal Attention Networks for Visual Dialog
Vision and language tasks have benefited from attention. There have been...
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09/11/2019
Probabilistic framework for solving Visual Dialog
In this paper, we propose a probabilistic framework for solving the task...
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08/17/2019
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps
Understanding and explaining deep learning models is an imperative task....
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08/12/2018
Multimodal Differential Network for Visual Question Generation
Generating natural questions from an image is a semantic task that requi...
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06/03/2018