Show, Recall, and Tell: Image Captioning with Recall Mechanism

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Show, Discriminate, and Tell: A Discriminatory Image Captioning Model with Deep Neural Networks

Caption generation has long been seen as a difficult problem in Computer Vision and Natural Language Processing. In this paper, we present an image captioning model based on a end-to-end neural framework that combines Convolutional Neural Network and Recurrent Neural Network. Critical to our approach is a ranking objective that attempts to add discriminatory power to the model. Experiments on M...

متن کامل

Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data

The aim of image captioning is to generate similar captions by machine as human do to describe image contents. Despite many efforts, generating discriminative captions for images remains non-trivial. Most traditional approaches imitate the language structure patterns, thus tend to fall into a stereotype of replicating frequent phrases or sentences and neglect unique aspects of each image. In th...

متن کامل

Region-Based Image Interpretation and Recall

In this paper, we present an approach to primarily achieve the semantic interpretation and the region retrieval for an attentive region in a color image. The main components of the system include image feature extraction, indexing process, as well as linguistic inference rules construction and semantic description. Based on these features, each of attentive regions in an image can be described ...

متن کامل

Recall termination in free recall.

Although much is known about the dynamics of memory search in the free recall task, relatively little is known about the factors related to recall termination. Reanalyzing individual trial data from 14 prior studies (1,079 participants in 28,015 trials) and defining termination as occurring when a final response is followed by a long nonresponse interval, we observed that termination probabilit...

متن کامل

Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning

Modern neural image captioning systems typically adopt the encoder-decoder framework consisting of two principal components: a convolutional neural network (CNN) for image feature extraction and a recurrent neural network (RNN) for caption generation. Inspired by the robustness analysis of CNN-based image classifiers to adversarial perturbations, we propose Show-and-Fool, a novel algorithm for ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Proceedings of the AAAI Conference on Artificial Intelligence

سال: 2020

ISSN: 2374-3468,2159-5399

DOI: 10.1609/aaai.v34i07.6898