The fllowing is the papers I am reading and have read.
Computer Vision
NLP
- Vaswani, Ashish, et al. “Attention is all you need.” Advances in neural information processing systems. 2017.
- Dai, Zihang, et al. “Transformer-xl: Attentive language models beyond a fixed-length context.” arXiv preprint arXiv:1901.02860 (2019).
- Devlin, Jacob, et al. “Bert: Pre-training of deep bidirectional transformers for language understanding.” arXiv preprint arXiv:1810.04805 (2018).
Reinforce Learning
- Schulman, John, et al. “High-dimensional continuous control using generalized advantage estimation.” arXiv preprint arXiv:1506.02438 (2015).
- Silver, David, et al. “Mastering the game of go without human knowledge.” Nature 550.7676 (2017): 354.
- Duan, Yan, et al. “Benchmarking deep reinforcement learning for continuous control.” International Conference on Machine Learning. 2016.