【CV】Image Captioning代码复现合集

Image caption generation: https://github.com/eladhoffer/captionGen

Simple encoder-decoder image captioning: https://github.com/udacity/CVND---Image-Captioning-Project

 

(Paper)StyleNet: Generating Attractive Visual Captions with Styles:  https://github.com/kacky24/stylenet

 

(Paper)Show,attend and tell:Neural Image Caption Generation with Visual Attention: https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Image-Captioning (soft attention)

(Paper)Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering: https://github.com/poojahira/image-captioning-bottom-up-top-down

(Paper)Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning(CVPR 2017): https://github.com/fawazsammani/knowing-when-to-look-adaptive-attention

 

(Paper)Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions(CVPR 2019): https://github.com/aimagelab/show-control-and-tell

 

Image captioning codebase in PyTorch: https://github.com/ruotianluo/ImageCaptioning.pytorch  (感觉这个代码很难读懂啊。。。) 

(Paper)A Multi-task Learning Approach for Image Captioning(IJCAI 2018): https://github.com/andyweizhao/Multitask_Image_Captioning

 

http://aimagelab.ing.unimore.it/speaksee/data/spice.tgz

(Paper)Neural Baby Talk (CVPR 2018): https://github.com/jiasenlu/NeuralBabyTalk

(Paper)Recurrent Fusion Network for Image Captioning(ECCV 2018): https://github.com/cswhjiang/Recurrent_Fusion_Network

(Paper)Stack-Captioning: Coarse-to-Fine Learning for Image Captioning(AAAI 2018): https://github.com/gujiuxiang/Stack-Captioning

 

非Image Caption:

Hierarchical Attention Networks for Document Classification: https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Text-Classification

(Paper)Learning to Summarize Radiology Findings: https://github.com/yuhaozhang/summarize-radiology-findings

 

Text Style Transfer

Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer (NAACL 2018): https://github.com/rpryzant/delete_retrieve_generate

Style Transfer Through Back-Translation (ACL-2018): https://github.com/shrimai/Style-Transfer-Through-Back-Translation

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach (ACL 2018):(TesorFlow) https://github.com/lancopku/unpaired-sentiment-translation

Unsupervised Controllable Text Formalization (AAAI 2019): https://github.com/parajain/uctf