Inception Institute of Artificial Intelligence
From EverybodyWiki Bios & Wiki
| Research Institute | |
| ISIN | 🆔 |
| Founded 📆 | 2018 |
| Founder 👔 | Ling Shao (CEO and Chief Scientist) |
| Headquarters 🏙️ | Abu Dhabi, UAE |
Area served 🗺️ | |
| Members | |
Number of employees | |
| 🌐 Website | https://www.inceptioniai.org/ |
| 📇 Address | |
| 📞 telephone | |
The Inception Institute of Artificial Intelligence, or IIAI, is an AI research company that was established in early 2018 in Abu Dhabi, United Arab Emirates.[1][2] The company focuses on research in various fields of AI, including both fundamental (deep learning, computer vision, natural language processing) and applied AI (healthcare, security, mobility]).[1] IIAI was also the incubator of the Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) and continues to be an important partner.[1][3]
History
IIAI was founded in early 2018 by Professor Ling Shao.[1] The institute has since grown to employ over 100 scientists and engineers from various disciplines,[4] and has become a predominant AI research company in the region.[2]
Partnerships
IIAI works with both private and government sectors across various fields.
- MBZUAI: IIAI was the incubator of MBZUAI, and continues to be involved in collaborative research, student supervision and curriculum development.[5]
- New York University Abu Dhabi: In May 2020, IIAI partnered with NYUAD to fund up to five PhD Fellows.[6] According to NYUAD, the aim of this partnership is to improve “the AI research framework within Abu Dhabi, while also promoting collaboration to support its growth in the UAE.” [7]
- Healthcare groups: IIAI has partnered with numerous healthcare groups, including VPS Healthcare and Cleveland Clinic Abu Dhabi, for shared research purposes.[8] The main focus of this research is purportedly to further the understanding and diagnosis of various diseases, such as diabetic retinopathy[9][10] and COVID-19,[11] as well as histopathology.[12]
- University of Amsterdam: IIAI partnered with UvA to create the AI for Medical Imaging Lab (AIM Lab) in early 2020.[13][14] This lab claims to conduct research into medical image analysis and data mining for the diagnosis and treatment of diseases including Alzheimer's disease, cancer and cardiovascular diseases.[15]
Publications and Patents
IIAI has over 300 publications in renowned journals and conferences, including CVPR,[16][17][18][19][20][21][22][23][24] ICCV,[25][26][27][28] ECCV[29][30] and TPAMI.[31][32][33][34][35] The company also holds many patents.[36]
References
- ↑ 1.0 1.1 1.2 1.3 "About IIAI". IIAI. Retrieved 11 August 2021.
- ↑ 2.0 2.1 "Inception Institute of Artificial Intelligence: A Bold Initiative to Foster Global AI Research and Innovation". Science. 361 (6408): 1168–1169. September 21, 2018. Retrieved 16 August 2021.
- ↑ "Video: Abu Dhabi launches world's first AI university". Gulf Business. 16 October 2019. Retrieved 11 August 2021.
- ↑ "IIAI Members". IIAI. Retrieved 16 August 2021.
- ↑ "MBZUAI partners with IIAI over Academic and Research activities". G42. Retrieved 16 August 2021.
- ↑ "NYU Abu Dhabi and IIAI join forces to boost Artificial Intelligence research". Emirates News Agency. Retrieved 16 August 2021.
- ↑ "NYU Abu Dhabi and Inception Institute of Artificial Intelligence Join Forces to Boost Artificial Intelligence Research". NYUAD. Retrieved 18 September 2021.
- ↑ "IIAI Research Focus". IIAI. Retrieved 11 August 2021.
- ↑ Zhou, Yi; Wang, Boyang; Huang, Lei; Cui, Shanshan; Shao, Ling (November 2020). "A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability". IEEE Transactions on Medical Imaging. 40 (3): 818–828. arXiv:2008.09772. doi:10.1109/TMI.2020.3037771. PMID 33180722 Check
|pmid=value (help). Retrieved 16 August 2021. Unknown parameter|s2cid=ignored (help) - ↑ Zhou, Yi; He, Xiaodong; Cui, Shanshan; Zhu, Fan; Liu, Li; Shao, Ling (October 2019). Shen, D., ed. "High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions". Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Springer, Cham. 11764: 505–513. doi:10.1007/978-3-030-32239-7_56. ISBN 978-3-030-32238-0.
- ↑ Fan, Deng-Ping; Zhou, Tao; Ji, Ge-Peng; Zhou, Yi; Chen, Geng; Fu, Huazhu; Shen, Jianbing; Shao, Ling (May 2020). "Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images". IEEE Transactions on Medical Imaging. 39 (8): 2626–2637. arXiv:2004.14133. doi:10.1109/TMI.2020.2996645. PMID 32730213 Check
|pmid=value (help). Retrieved 16 August 2021. Unknown parameter|s2cid=ignored (help) - ↑ Mahapatra, Dwarikanath; Bozorgtabar, Behzad; Thiran, Jean-Philippe; Shao, Ling (September 2020). Martel, A.L., ed. "Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance". Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. MICCAI 2020. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Springer, Cham. 12265: 309–319. arXiv:2008.02101. doi:10.1007/978-3-030-59722-1_30. ISBN 978-3-030-59721-4. Unknown parameter
|s2cid=ignored (help) - ↑ "AIM Lab starts with a grand opening". University of Amsterdam. 4 February 2020. Retrieved 16 August 2021.
- ↑ Amsterdam, Universiteit van (2019-03-18). "New public-private AI research lab for medical image analysis". University of Amsterdam. Retrieved 2021-09-24.
- ↑ "AIM Lab". Innovation Center for Artificial Intelligence. Retrieved 16 August 2021.
- ↑ Johnander, Joakim; Danelljan, Martin; Brissman, Emil; Khan, Fahad Shahbaz; Felsberg, Michael (2019). "A Generative Appearance Model for End-To-End Video Object Segmentation". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 8953–8962. Retrieved 19 September 2021.
- ↑ Danelljan, Martin; Bhat, Goutam; Khan, Fahad Shahbaz; Felsberg, Michael (2019). "ATOM: Accurate Tracking by Overlap Maximization". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 4660–4669. Retrieved 19 September 2021.
- ↑ Zhao, Jia-Xing; Cao, Yang; Fan, Deng-Ping; Cheng, Ming-Ming; Li, Xuan-Yi; Zhang, Le (2019). "Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 3927–3936. Retrieved 19 September 2021.
- ↑ Fan, Deng-Ping; Wang, Wenguan; Cheng; Shen (2019). "Shifting More Attention to Video Salient Object Detection". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 8554–8564. Retrieved 19 September 2021. Unknown parameter
|fourth4=ignored (help); Unknown parameter|third3=ignored (help) - ↑ Jiang, Xiaolong; Xiao, Zehao; Zhang, Baochang; Zhen, Xiantong; Cao, Xianbin; Doermann, David; Shao, Ling (2019). "Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 6133–6142. Retrieved 19 September 2021.
- ↑ Lin, Mingbao; Ji, Rongrong; Wang, Yan; Zhang, Yichen; Zhang, Baochang; Tian, Yonghong; Shao, Ling (2020). "HRank: Filter Pruning Using High-Rank Feature Map". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 1529–1538. Retrieved 19 September 2021.
- ↑ Xie, Guo-Sen; Liu, Li; Jin, Xiaobo; Zhu, Fan; Zhang, Zheng; Qin, Jie; Yao, Yazhou; Shao, Ling (2019). "Attentive Region Embedding Network for Zero-Shot Learning". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 9384–9393. Retrieved 19 September 2021.
- ↑ Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Georgescu; Shao (2019). "Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 7842–7851. Retrieved 19 September 2021. Unknown parameter
|fourth4=ignored (help); Unknown parameter|third3=ignored (help) - ↑ Lu, Xiankai; Wang, Wenguan; Ma; Shen; Shao; Porikli (2019). "See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 3623–3632. Retrieved 19 September 2021. Unknown parameter
|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help) - ↑ Pang, Yanwei; Xie; Khan; Anwer; Khan; Shao (2019). "Mask-Guided Attention Network for Occluded Pedestrian Detection". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV): 4967–4975. Retrieved 19 September 2021. Unknown parameter
|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|second2=ignored (help) - ↑ Wang, Wenguan; Lu; Shen; Crandall; Shao (2019). "Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV): 9236–9245. Retrieved 19 September 2021. Unknown parameter
|fourth4=ignored (help); Unknown parameter|fifth5=ignored (help); Unknown parameter|second2=ignored (help); Unknown parameter|third3=ignored (help) - ↑ Wang, Ziqin; Xu; Liu; Zhu; Shao (2019). "RANet: Ranking Attention Network for Fast Video Object Segmentation". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV): 3978–3987. Retrieved 19 September 2021. Unknown parameter
|fourth4=ignored (help); Unknown parameter|fifth5=ignored (help); Unknown parameter|second2=ignored (help); Unknown parameter|third3=ignored (help) - ↑ Zhang, Anran; Shen; Xiao; Zhu; Zhen; Cao; Shao (2019). "Relational Attention Network for Crowd Counting". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV): 6788–6797. Retrieved 19 September 2021. Unknown parameter
|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|second2=ignored (help); Unknown parameter|seventh7=ignored (help) - ↑ Wan, Diwen; Shen; Liu; Zhu; Qin; Shao; Shen (2018). "TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights". Proceedings of the European Conference on Computer Vision (ECCV): 315–332. Retrieved 19 September 2021. Unknown parameter
|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|second2=ignored (help); Unknown parameter|seventh7=ignored (help) - ↑ Bhat, Goutam; Johnander, Joakim; Danelljan; Khan; Felsberg (2018). "Unveiling the Power of Deep Tracking". Proceedings of the European Conference on Computer Vision (ECCV): 483–498. Unknown parameter
|fourth4=ignored (help); Unknown parameter|fifth5=ignored (help); Unknown parameter|third3=ignored (help) - ↑ Zhang, Changqing; Fu, Huazhu; Hu; Cao; Xie; Tao; Xu (January 1, 2020). "Generalized Latent Multi-View Subspace Clustering". IEEE Transactions on Pattern Analysis and Machine Intelligence. 42 (1): 86–99. doi:10.1109/TPAMI.2018.2877660. ISSN 1939-3539. PMID 30369436. Unknown parameter
|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|s2cid=ignored (help); Unknown parameter|seventh7=ignored (help) - ↑ Wang, Wenguan; Lai; Fu; Shen; Ling; Yang (2021). "Salient Object Detection in the Deep Learning Era: An In-depth Survey". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP: 1. arXiv:1904.09146. doi:10.1109/TPAMI.2021.3051099. ISSN 1939-3539. PMID 33434124 Check
|pmid=value (help). Unknown parameter|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|s2cid=ignored (help); Unknown parameter|second2=ignored (help) - ↑ Eldesokey, Abdelrahman; Felsberg; Khan (17 July 2019). "Confidence Propagation through CNNs for Guided Sparse Depth Regression". IEEE Transactions on Pattern Analysis and Machine Intelligence. 42 (10): 2423–2436. doi:10.1109/TPAMI.2019.2929170. ISSN 1939-3539. PMID 31331882. Unknown parameter
|third3=ignored (help); Unknown parameter|s2cid=ignored (help); Unknown parameter|second2=ignored (help) - ↑ Ye, Mang; Shen; Lin; Xiang; Shao; Hoi (January 26, 2021). "Deep Learning for Person Re-identification: A Survey and Outlook". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP: 1. arXiv:2001.04193. doi:10.1109/TPAMI.2021.3054775. PMID 33497329 Check
|pmid=value (help). Retrieved 19 September 2021. Unknown parameter|fifth5=ignored (help); Unknown parameter|sixth6=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|s2cid=ignored (help); Unknown parameter|second2=ignored (help) - ↑ Zhang, Zheng; Liu; Shen; Shen; Shao (1 July 2019). "Binary Multi-View Clustering". IEEE Transactions on Pattern Analysis and Machine Intelligence. 41 (7): 1774–1782. doi:10.1109/TPAMI.2018.2847335. PMID 29994652. Retrieved 19 September 2021. Unknown parameter
|fifth5=ignored (help); Unknown parameter|third3=ignored (help); Unknown parameter|fourth4=ignored (help); Unknown parameter|s2cid=ignored (help); Unknown parameter|second2=ignored (help) - ↑ "Patents Assigned to Inception Institute of Artificial Intelligence, Ltd". Justia Patents. Retrieved 11 August 2021.
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