Akshay Sethi

According to our database, Akshay Sethi authored at least 10 papers between 2016 and 2024.

Collaborative distances:

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

2024

SGD-MLP: Structure Generation and Distillation using a graph free MLP.

Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.

Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data.

Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana

Proceedings of the International Joint Conference on Neural Networks, 2023

2020

Representation Learning for Dynamic Graphs: A Survey.

Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain, Ivan Kobyzev, Akshay Sethi, Peter Forsyth, Pascal Poupart

J. Mach. Learn. Res., 2020

2019

Residual Codean Autoencoder for Facial Attribute Analysis.

Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa

Pattern Recognit. Lett., 2019

Coverage Testing of Deep Learning Models using Dataset Characterization.

Senthil Mani, Anush Sankaran, Srikanth Tamilselvam, Akshay Sethi

CoRR, 2019

Relational Representation Learning for Dynamic (Knowledge) Graphs: A Survey.

Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain, Ivan Kobyzev, Akshay Sethi, Peter Forsyth, Pascal Poupart

CoRR, 2019

2018

DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers.

Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Democratization of Deep Learning Using DARVIZ.

Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Deep neural networks for segmentation of basal ganglia sub-structures in brain MR images.

Akshay Sethi, Akshat Sinha, Ayush Agarwal, Chetan Arora, Anubha Gupta

Proceedings of the Tenth Indian Conference on Computer Vision, 2016