1 citations · 3 across the 6 of their papers we have counts for
6 papers
End-to-end Differentiable Clustering with Associative Memories
Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki +1
Clustering is a widely used unsupervised learning technique involving an intensive discrete optimization problem. Associative Memory models or AMs are differentiable neural network…
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Md Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
Transformers use the dense self-attention mechanism which gives a lot of flexibility for long-range connectivity. Over multiple layers of a deep transformer, the number of possible…
GVdoc: Graph-based Visual Document Classification
Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak +1
The robustness of a model for real-world deployment is decided by how well it performs on unseen data and distinguishes between in-domain and out-of-domain samples. Visual document…
Associative Learning for Network Embedding
Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki
The network embedding task is to represent the node in the network as a low-dimensional vector while incorporating the topological and structural information. Most existing approac…
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data
Jonathan Harris, Mohammed J. Zaki
With an increased interest in the production of personal health technologies designed to track user data (e.g., nutrient intake, step counts), there is now more opportunity than ev…
BitPath -- Label Order Constrained Reachability Queries over Large Graphs
Medha Atre, Vineet Chaoji, Mohammed J. Zaki
In this paper we focus on the following constrained reachability problem over edge-labeled graphs like RDF -- "given source node x, destination node y, and a sequence of edge label…