Multi-modal Extreme Classification

1 code implementation • CVPR 2022 • Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma

This paper develops the MUFIN technique for extreme classification (XC) tasks with millions of labels where datapoints and labels are endowed with visual and textual descriptors.

Classification Product Recommendation

Diversifying Relevant Phrases

no code implementations • 30 Nov 2020 • Shreya Malani, Dinesh Gaurav, Anoop Vallabhajosyula, Rahul Agrawal

In the second approach, we show that the optimization problem reduces to minimizing a quadratic form over an l1-ball.