Page 62 - ITU Journal Future and evolving technologies Volume 2 (2021), Issue 4 – AI and machine learning solutions in 5G and future networks

ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 4

[73] Zhe Cao, Gines Hidalgo, Tomas Simon, Shih‑En area of interest is multimodal AI along with the foun‑
Wei, and Yaser Sheikh. “OpenPose: realtime multi‑ dation and theoretical aspect of machine learning. He
person 2D pose estimation using Part Af inity has published papers in top conferences such as CVPR,
Fields”. In: arXiv preprint arXiv:1812.08008. 2018. Interspeech & IJCAI.
[74] Yannis M Assael, Brendan Shillingford, Shimon Dr. Ankur Narang is currently
Whiteson, and Nando de Freitas. “LipNet: End‑to‑ the VP of AI technologies at Hike
End Sentence‑level Lipreading”. In: GPU Technology Private Limited. He holds a
Conference (2017). URL: https://github.com/ B.Tech. & Ph.D. from IIT Delhi in
Fengdalu/LipNet-PyTorch. CSE and has 40+ publications in
top international computer sci‑
[75] T. Soukupová and Jan Cech. “Real‑Time Eye Blink
Detection using Facial Landmarks”. In: 2016. ence machine learning confer‑
ences and journals, along with 15 granted US patents. He
[76] Lele Chen, Zhiheng Li, Ross K. Maddox, Zhiyao was one amongst Top 10 data scientists in India in 2017
Duan, and Chenliang Xu. “Lip Movements Gener‑ (Analytics India Mag) in recognition of solid scienti ic and
ation at a Glance”. In: (2018). arXiv: 1803.10404 industry contributions to the ield of data science and ar‑
[cs.CV]. ti icial intelligence. In 2018, he was given the Top 50 An‑
[77] Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, alytics Award at the MachineCon conference in recogni‑
and Dimitris Metaxas. Learning to Forecast and Re‑ tion of exemplary leadership and contributions to ML/AI
ine Residual Motion for Image‑to‑Video Generation. (Analytics India Magazine). He was also conferred Top
2018. 100 Innovative CIO Award in 2019, for distinguished lead‑
ership in innovative technologies based digital transfor‑
[78] D.E. King. “Dlib‑ml: A machine learning toolkit. mation (CIO Axis). In 2002, he was awarded Sun Mi‑
Journal of Machine Learning Research”. In: (2009).
crosystem’s prestigious “Innovation Leadership Award”
[79] Diederik Kingma and Jimmy Ba. “Adam: A Method for signi icant contributions to the Hardware Accelera‑
for Stochastic Optimization”. In: International Con‑ tion Project.
ference on Learning Representations (Dec. 2014).
Dr. Brejesh Lall is a profes‑
[80] Aliaksandr Siarohin, Stéphane Lathuilière, Sergey sor at Electrical Engineering De‑
Tulyakov, Elisa Ricci, and Nicu Sebe. “First Order partment at IIT Delhi and has
Motion Model for Image Animation”. In: (2020). contributed to research & teach‑
arXiv: 2003.00196 [cs.CV]. ing in the general area of sig‑
nal processing. He is the head
[81] Guilin Liu, Kevin J. Shih, Ting‑Chun Wang, Fitsum
A. Reda, Karan Sapra, Zhiding Yu, Andrew Tao, of Bharti School of Telcom Tech‑
and Bryan Catanzaro. “Partial Convolution based nology and Management, and
Padding”. In: arXiv preprint arXiv:1811.11718. the coordinator of two centers of excellence, viz. Airtel IIT
2018. Delhi Centre of Excellence in Telecommunications and Er‑
icsson IIT Delhi 5G Center of Excellence. He is also the in‑
[82] Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting‑Chun charge of an IoT laboratory that he set up in collaboration
Wang, Andrew Tao, and Bryan Catanzaro. “Image with Samsung. Besides this, he is the NCC co‑ordinator
Inpainting for Irregular Holes Using Partial Convo‑ of IIT Delhi. The areas in which he has been publishing
lutions”. In: The European Conference on Computer and doing sponsored research are centered on signal pro‑
Vision (ECCV). 2018. cessing. The areas include object representation, track‑

[83] Qilong Wang, Banggu Wu, Pengfei Zhu, Peihua Li, ing and classi ication, odometry, depth map generation,
Wangmeng Zuo, and Qinghua Hu. ECA‑Net: Ef icient representation and rendering. He is also exploring vector
Channel Attention for Deep Convolutional Neural sensor‑based underwater acoustic communications, and
Networks. Oct. 2019. performanceissuesinmolecularcommunications. Hehas
mentored 5 startups, in the areas of virtualization, ge‑
ofencing, UAV based solutions and recommendations and
AUTHORS data mining. He actively participates in building and de‑
ploying technology. He has also served as an expert in nu‑
Neeraj Kumar is currently merous government and private agencies in aspects re‑
working as Senior Machine lated to signal processing.
Learning Scientist at Hike Pri‑
vate Limited, India. He is also a Nitish Kumar Singh is cur-
PHD student at Indian Institute rently working in the area of
of Technology, Delhi, India and speech, text and vision. He has
completed his B‑tech(ECE) from completed his post graduation from
Indian Institute of Technology, Manipal Institute of Technology,
Kharagpur, India. His current Bangalore.

46 © International Telecommunication Union, 2021