Vishnu TV

According to our database, Vishnu TV authored at least 11 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Re-Imagining data analytics software development.

Asha Rajbhoj, Prateek Dhawan, Vishnu TV, Pankaj Malhotra, Vinay Kulkarni

Proceedings of the ISEC 2021: 14th Innovations in Software Engineering Conference, 2021

2020

Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network.

Vishnu TV, Ranjith V. Ravi, A Reema Mathew, Anoop Balakrishnan Kadan, Perumal Sankar Subbian

Int. J. Imaging Syst. Technol., 2020

Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation.

Jyoti Narwariya, Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Gautam Shroff

CoRR, 2020

Meta-Learning for Few-Shot Time Series Classification.

Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff, Vishnu TV

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models.

Vishnu TV, Diksha Garg, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

CoRR, 2019

Meta-Learning for Black-Box Optimization.

Vishnu TV, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters.

Kaushal Paneri, Vishnu TV, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Online anomaly detection with concept drift adaptation using recurrent neural networks.

Sakti Saurav, Pankaj Malhotra, Vishnu TV, Narendhar Gugulothu, Lovekesh Vig, Puneet Agarwal, Gautam Shroff

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

2017

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks.

Narendhar Gugulothu, Vishnu TV, Pankaj Malhotra, Lovekesh Vig, Puneet Agarwal, Gautam Shroff

CoRR, 2017

TimeNet: Pre-trained deep recurrent neural network for time series classification.

Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Puneet Agarwal, Gautam Shroff

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder.

Pankaj Malhotra, Vishnu TV, Anusha Ramakrishnan, Gaurangi Anand, Lovekesh Vig, Puneet Agarwal, Gautam Shroff

CoRR, 2016