4 citations · 5 across the 5 of their papers we have counts for
5 papers
RegionFed: Federated Learning for Personalized Query Understanding in Heterogeneous Retail Environments
Quoc H. Nguyen, Ali Lafzi, Abhijeet Phatak +4
Retail search systems serve diverse geographic regions with distinct query patterns, vocabularies, and product preferences, creating significant data heterogeneity that challenges…
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search
Jayant Sachdev, Sean D Rosario, Abhijeet Phatak +3
Accurate query-product relevance labeling is indispensable to generate ground truth dataset for search ranking in e-commerce. Traditional approaches for annotating query-product pa…
Inducing Diversity in Differentiable Search Indexing
Abhijeet Phatak, Jayant Sachdev, Sean D Rosario +2
Differentiable Search Indexing (DSI) is a recent paradigm for information retrieval which uses a transformer-based neural network architecture as the document index to simplify the…
Direct Estimation of Pupil Parameters Using Deep Learning for Visible Light Pupillometry
Abhijeet Phatak, Aditya Chandra Mandal, Janarthanam Jothi Balaji +1
Pupil reflex to variations in illumination and associated dynamics are of importance in neurology and ophthalmology. This is typically measured using a near Infrared (IR) pupillome…
Reconstructing complex field through opaque scattering layer with structured light illumination
Aditya Chandra Mandal, Manisha, Abhijeet Phatak +2
The wavefront is scrambled when coherent light propagates through a random scattering medium and which makes direct use of the conventional optical methods ineffective. In this pap…