Exploring Visual Question Answering

Exploring Visual Question Answering: A Short Journey on its ...

VQA is the task of providing an accurate natural language answer given an image and a natural language question about the image (commonly known ...

Exploring Diverse Methods in Visual Question Answering - arXiv

Abstract page for arXiv paper 2404.13565: Exploring Diverse Methods in Visual Question Answering.

Exploring Visual Question Answering (VQA) Datasets - Comet.ml

This article provides a comprehensive exploration of Visual Question Answering (VQA) datasets, highlighting current challenges and proposing recommendations ...

Visual Question Answering: a Survey | DigitalOcean

A task that has grasped the attention of the AI community recently is that of visual question answering. This article will explore the problem ...

Exploring Visual Question Answering using Python

Visual Question Answering (VQA) is a subfield of artificial intelligence which aims at answering questions related to a picture. For example, if ...

Exploring Diverse Methods in Visual Question Answering - arXiv

Abstract—This study explores innovative methods for improv- ing Visual Question Answering (VQA) using Generative Ad-.

Exploring Simulated Environments for Visual Question Answering

By exploiting 3D and physics simulation platforms, we provide a pipeline to generate synthetic data to expand and replace type-specific questions and answers.

What is Visual Question Answering (VQA)? - Roboflow Blog

Within this section, our exploration will delve into the intricacies of Visual Question Answering. Initially, we will provide an overview of ...

SimVQA: Exploring Simulated Environments for Visual Question ...

Paola Cascante-Bonilla, Hui Wu, Letao Wang, Rogerio Feris, Vicente Ordonez · CVPR 2022 · Paper Dataset Code · Image/Question/Answer Samples · F-SWAP to Leverage the ...

Exploring Visual Question Answering - Kemal Davaslioglu - LinkedIn

Excited to share my first Medium post on Visual Question Answering (VQA) Models. In this blog post, I explore the capabilities and limitations of an off-the- ...

Exploring Visual Question Answering: Our Journey into Multimodal AI

Our Approach · Pre-trained MobileNetV2 + Bi-directional LSTM · VGG-16 Encoder (not pre-trained) + Transformer Encoder · VGG-16 Encoder (not pre- ...

[CVPR 2022] SimVQA: Exploring Simulated Environments for Visual ...

By exploiting 3D and physics simulation platforms, we provide a pipeline to generate synthetic data to expand and replace type-specific questions and answers ...

Exploring Diverse Methods in Visual Question Answering

This study explores innovative methods for improving Visual Question Answering (VQA) using Generative Adversarial Networks (GANs), ...

Diversity and Consistency: Exploring Visual Question-Answer Pair ...

0 and Visual-7w, by automatically and manually evaluating diversity and consistency. Experimental results show the effectiveness of our models: they can ...

"Visual Question Answering: Exploring Trade-offs Between Task ...

To improve a system's reliability and trustworthiness, it is imperative that it links the text (question and answer) to specific visual regions. This ...

A New Approach Using Question-Driven Image Captions as Prompts

Abstract: Visual question answering (VQA) refers to the artificial intelligence task of providing natural language answers to natural language ...

ICCV 2023 Open Access Repository

Visual question answering is a task of predicting the answer to a question about an image. Given that different people can provide different answers to a ...

Exploring Human-Like Attention Supervision in Visual Question ...

Attention mechanisms have been widely applied in the Vi- sual Question Answering (VQA) task, as they help to focus on the area-of-interest of both visual and ...

What is Visual Question Answering (VQA) - Activeloop

Visual Question Answering (VQA) is a rapidly evolving field in machine learning that focuses on developing models capable of answering questions about ...

SimVQA: Exploring Simulated Environments for Visual Question ...

While these methods exhibit good performance, the diversity of the questions and answers are constrained by the available images. In this work ...