Search Results for author: Abhay Singh

Found 5 papers, 3 papers with code

Edge Proposal Sets for Link Prediction

1 code implementation30 Jun 2021 Abhay Singh, Qian Huang, Sijia Linda Huang, Omkar Bhalerao, Horace He, Ser-Nam Lim, Austin R. Benson

Here, we demonstrate how simply adding a set of edges, which we call a \emph{proposal set}, to the graph as a pre-processing step can improve the performance of several link prediction algorithms.

Experimental Design Link Prediction +1

Better Set Representations For Relational Reasoning

1 code implementation NeurIPS 2020 Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin Benson

Incorporating relational reasoning into neural networks has greatly expanded their capabilities and scope.

Relational Reasoning

A Hierarchical Network for Diverse Trajectory Proposals

no code implementations9 Jun 2019 Sriram N. N., Gourav Kumar, Abhay Singh, M. Siva Karthik, Saket Saurav Brojeshwar Bhowmick, K. Madhava Krishna

In the indoor setting, we use an autonomous drone to navigate various scenarios and also a ground robot which can explore the environment using the trajectories proposed by our framework.

A Hybrid Approach to Word Sense Disambiguation Combining Supervised and Unsupervised Learning

no code implementations19 Nov 2015 Alok Ranjan Pal, Anirban Kundu, Abhay Singh, Raj Shekhar, Kunal Sinha

Word Sense Disambiguation is used to find meaning of words based on live contexts using supervised and unsupervised approaches.

Word Sense Disambiguation

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