Link of the Paper: https://arxiv.org/abs/1411.4555 Main Points: A generative model ( NIC, GoogLeNet + LSTM ) based on a deep recurrent architecture: the model is trained to maximize the likelihoodP(S|I) of the target description sentence given the tr…

论文链接:https://arxiv.org/pdf/1411.4555.pdf 代码链接:https://github.com/karpathy/neuraltalk & https://github.com/karpathy/neuraltalk2 & https://github.com/zsdonghao/Image-Captioning 主要贡献 在这篇文章中,作者借鉴了神经机器翻译(Neural Machine Translation)领域的方法,将“编码器-解码器(Encod…

Link of the Paper: https://arxiv.org/pdf/1502.03044.pdf Main Points: Encoder-Decoder Framework: Encoder uses a convolutional neural network to extract a set of feature vectors which the authors refer to as annotation vectors. The extractor produces L…

论文链接:https://arxiv.org/pdf/1502.03044.pdf 代码链接:https://github.com/kelvinxu/arctic-captions & https://github.com/yunjey/show-attend-and-tell & https://github.com/jazzsaxmafia/show_attend_and_tell.tensorflow 主要贡献 在这篇文章中,作者将“注意力机制(Attention Mechanism…

Link of the Paper: https://ieeexplore.ieee.org/document/7298856/ A Correlative Paper: Learning a Recurrent Visual Representation for Image Caption Generation (Link of the Paper: https://arxiv.org/abs/1411.5654) Main Points: A bi-directional mapping m…

Main Contributions: A brief introduction about two different methods (retrieval based method and generative method) for image captioning task. The authors implemented the classical model, Show and Tell, and gave analyses based on the experiments. Exc…

Link of the Paper: https://arxiv.org/abs/1609.06647 A Correlative Paper: Show and Tell: A Neural Image Caption Generator (Link of the Paper: https://arxiv.org/abs/1411.4555) Main Points ( Improvements Over the CVPR2015 Model  ): Image Model Improveme…

Show and Tell: A Neural Image Caption Generator-阅读总结 笔记不能简单的抄写文中的内容,得有自己的思考和理解. 一.基本信息 标题 作者 作者单位 发表期刊/会议 发表时间 Show and Tell: A Neural Image Caption Generator Oriol Vinyals vinyals@google.com Alexander Toshevtoshev@google.com Samy Bengio bengio@googl…

开篇第一篇就写一个paper reading吧,用markdown+vim写东西切换中英文挺麻烦的,有些就偷懒都用英文写了. Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras Abstract Optimization objectives: intrinsic/extrinsic parameters of all keyframes all selected pixels' depth Inte…

1. Neuroaesthetics in fashion: modeling the perception of fashionability, Edgar Simo-Serra, Sanja Fidler, Francesc Moreno-Noguer, Raquel Urtasun, in CVPR 2015. Goal: learn and predict how fashionable a person looks on a photograph, and suggest subtle…