Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Deep Learning and applications in Startups, CV, NLP
| Date | Stars |
|---|---|
| 2026-07-31 | 801 |
| 2026-08-03 | 801 |
| 2026-08-06 | 801 |
Today
— stars today
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— stars this week
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Momentum
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growth rate 0.00%/day
### Startups - [机器学习、深度学习、计算机视觉、大数据创业公司 - Startups in AI](https://github.com/lipiji/AIStartups) ## Deep Reinforcement Learning - David Silver. "[Tutorial: Deep Reinforcement Learning](http://icml.cc/2016/tutorials/deep_rl_tutorial.pdf)." ICML 2016. - David Silver’s course. "[Reinforcement Learning](http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Teaching.html)". 2015. - Bahdanau, Dzmitry, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, and Yoshua Bengio. "[An Actor-Critic Algorithm for Sequence Prediction](http://arxiv.org/abs/1607.07086)." arXiv preprint arXiv:1607.07086 (2016). - Li, Jiwei, Will Monroe, Alan Ritter, and Dan Jurafsky. "[Deep Reinforcement Learning for Dialogue Generation](http://arxiv.org/abs/1606.01541)." arXiv preprint arXiv:1606.01541 (2016). - Pathak, Deepak, Pulkit Agrawal, Alexei A. Efros, and Trevor Darrell. "[Curiosity-driven Exploration by Self-supervised Prediction](https://arxiv.org/abs/1705.05363)." arXiv preprint arXiv:1705.05363 (2017). - Keneshloo, Yaser, Tian Shi, Chandan K. Reddy, and Naren Ramakrishnan. "[Deep Reinforcement Learning For Sequence to Sequence Models](https://arxiv.org/abs/1805.09461)." arXiv preprint arXiv:1805.09461 (2018). ## Dialogue System - Jiang, Shaojie, and Maarten de Rijke. "[Why are Sequence-to-Sequence Models So Dull?](https://staff.fnwi.uva.nl/m.derijke/wp-content/papercite-data/pdf/jiang-why-2018.pdf)." report, 2018. - Eric Chu, Prashanth Vijayaraghavan, Deb Roy. "[Learning Personas from Dialogue with Attentive Memory Networks](https://arxiv.org/abs/1810.08717)." EMNLP (2018). - Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen. "[A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification](https://arxiv.org/abs/1810.09154)." arXiv:1810.09154 (2018). #### Task-Oriented Dialogue - Wen, Tsung-Hsien, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young. "[A network-based end-to-end trainable task-oriented dialogue system](https://arxiv.org/abs/1604.04562)." arXiv preprint arXiv:1604.04562 (2016). - Li, Xiujun, Yun-Nung Chen, Lihong Li, Jianfeng Gao, and Asli Celikyilmaz. "[End-to-end task-completion neural dialogue systems](https://arxiv.org/abs/1703.01008)." arXiv preprint arXiv:1703.01008 (2017). - Li, Xiujun, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, and Yun-Nung Chen. "[A user simulator for task-completion dialogues](https://arxiv.org/abs/1612.05688)." arXiv preprint arXiv:1612.05688 (2016). - Yan, Zhao, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, and Zhoujun Li. "[Building Task-Oriented Dialogue Systems for Online Shopping](http://www.aaai.org/ocs/index.php/AAAI/AAAI17/paper/viewPaper/14261)." In AAAI, pp. 4618-4626. 2017. - Peng, Baolin, Xiujun Li, Jianfeng Gao, Jingjing Liu, and Kam-Fai Wong. "[Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning](http://www.aclweb.org/anthology/P18-1203)." ACL, vol. 1, pp. 2182-2192. 2018. - Janarthanan Rajendran, Jatin Ganhotra, Satinder Singh, Lazaros Polymenakos. "[Learning End-to-End Goal-Oriented Dialog with Multiple Answers](https://arxiv.org/abs/1808.09996)." arXiv preprint arXiv:1808.09996 (2018). ## Text Generation - Rennie, Steven J., Etienne Marcheret, Youssef Mroueh, Jarret Ross, and Vaibhava Goel. "[Self-critical sequence training for image captioning](https://arxiv.org/abs/1612.00563)." arXiv preprint arXiv:1612.00563 (2016). - Lin, Kevin, Dianqi Li, Xiaodong He, Zhengyou Zhang, and Ming-Ting Sun. "[Adversarial Ranking for Language Generation](https://arxiv.org/pdf/1705.11001.pdf)." arXiv preprint arXiv:1705.11001 (2017). - Zhang, Li, Flood Sung, Feng Liu, Tao Xiang, Shaogang Gong, Yongxin Yang, and Timothy M. Hospedales. "[Actor-Critic Sequence Training for Image Captioning](https://arxiv.org/abs/1706.09601)." arXiv preprint arXiv:1706.09601 (2017). - Wiseman, Sam, Stuart M. Shieber, and Alexander M. Rush. "[Challenges in
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Xingxing Zhang · Microsoft Research · China
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ef25e0d74219f9fb, llm:Repository description: 'Deep Learning and applications in Startups, CV, NLP'
matched fp:ef25e0d74219f9fb, llm:Repository description: 'Deep Learning and applications in Startups, CV, NLP'
matched fp:ef25e0d74219f9fb, llm:Repository description: 'Deep Learning and applications in Startups, CV, NLP'