Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation（関東CV勉強会 CVPR 2019 読み会） これからの Vision & Language ～ Acadexit した4つの理由 Women Also Snowboard: Overcoming Bias in Captioning Models（関東CV勉強会 ECCV 2018 読み会） Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments（関東CV勉強会 CVPR 2018 読み会） Sequence Level Training with Recurrent Neural Networks （関東CV勉強会 強化学習論文読み会） Learning Cooperative Visual Dialog with Deep Reinforcement Learning（関東CV勉強会 ICCV 2017 読み会） Frontiers of Vision and Language: Bridging Images and Texts by Deep Learning Self-Critical Sequence Training for Image Captioning （関東CV勉強会 CVPR 2017 読み会） Asymmetric Tri-training for Unsupervised Domain Adaptation Recognize, Describe, and Generate: Introduction of Recent Work at MIL Deep Learning による視覚×言語融合の最前線 
