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