Applications, Challenges, and Future Directions of Human-in-the-Loop Learning

Author:

Kumar Sushant1,Datta Sumit2ORCID,Singh Vishakha1ORCID,Datta Deepanwita3ORCID,Kumar Singh Sanjay1ORCID,Sharma Ritesh4ORCID

Affiliation:

1. Department of Computer Science and Engineering, Indian Institute of Technology (BHU) Varanasi, Varanasi, India

2. School of Electronic Systems and Automation, Digital University Kerala (Formerly IIITM Kerala), Thiruvananthapuram, India

3. Department of Information System Management, Indian Institute of Management (IIM) Sambalpur, Sambalpur, India

4. Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference207 articles.

1. A survey on deep learning and its applications

2. Why do larger models generalize better? A theoretical perspective via the XOR problem;Brutzkus

3. Learning deep features for scene recognition using places database;Zhou

4. LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks

5. Differentiable augmentation for data-efficient GAN training;Zhao

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