Image and Video Captioning

• Image captioning
  • Hossain et al 2018 - A Comprehensive Survey of Deep Learning for Image Captioning
  • Sharma et al 2020 - Image Captioning: A Comprehensive Survey
• Video captioning
  • Apostolidis et al 2021 - Video Summarization Using Deep Neural Networks: A Survey

See also this bibliography.

• Lu et al 2018 - Neural Baby Talk

• Venugopalan et al 2014 - Translating Videos to Natural Language Using Deep Recurrent Neural Networks
• Venugopalan et al 2015 - Sequence to Sequence-Video to Text
• Li et al 2015 - Summarization-based Video Caption via Deep Neural Networks
• Gao et al 2017 - Video Captioning With Attention-Based LSTM and Semantic Consistency
• Wang et al 2017 - Video Captioning via Hierarchical Reinforcement Learning
• Venugopalan et al 2018 - Translating Videos to Natural Language Using Deep Recurrent Neural Networks

• Grounded Language Learning