1 code implementation • ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 2020 • Vijay Ekambaram, Kushagra Manglik, Sumanta Mukherjee, SURYA SHRAVAN KUMAR SAJJA, Satyam Dwivedi, Vikas Raykar
Trend driven retail industries such as fashion, launch substantial new products every season.
Ranked #1 on New Product Sales Forecasting on VISUELLE2.0 (using extra training data)
no code implementations • 27 Jul 2020 • Nupur Aggarwal, Abhishek Bansal, Kushagra Manglik, Kedar Kulkarni, Vikas Raykar
Assortment planning, an important seasonal activity for any retailer, involves choosing the right subset of products to stock in each store. While existing approaches only maximize the expected revenue, we propose including the environmental impact too, through the Higg Material Sustainability Index.
no code implementations • 28 Jan 2019 • Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas Raykar
We present a multi-modal dialog system to assist online shoppers in visually browsing through large catalogs.
no code implementations • 3 Jul 2018 • Ayushi Dalmia, Sachindra Joshi, Raghavendra Singh, Vikas Raykar
We pose the problem of predicting complementary fashion items as a sequence to sequence problem where the input is the selected set of fashion items and the output is a complementary fashion item based on the style information learned by the model.
no code implementations • 10 Oct 2017 • Sachin Mehta, Amar P. Azad, Saneem A. Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman
The impact of soiling on solar panels is an important and well-studied problem in renewable energy sector.
no code implementations • EMNLP 2017 • Eyal Shnarch, Ran Levy, Vikas Raykar, Noam Slonim
A human observer may notice the following underlying common structure, or pattern: [someone][argue/suggest/state][that][topic term][sentiment term].
no code implementations • 14 Mar 2017 • Vardaan Pahuja, Anirban Laha, Shachar Mirkin, Vikas Raykar, Lili Kotlerman, Guy Lev
The stream of words produced by Automatic Speech Recognition (ASR) systems is typically devoid of punctuations and formatting.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • COLING 2016 • Anirban Laha, Vikas Raykar
Several tasks in argumentation mining and debating, question-answering, and natural language inference involve classifying a sequence in the context of another sequence (referred as bi-sequence classification).
no code implementations • COLING 2014 • Noam Slonim, Ehud Aharoni, Carlos Alzate, Roy Bar-Haim, Yonatan Bilu, Lena Dankin, Iris Eiron, Daniel Hershcovich, Shay Hummel, Mitesh Khapra, Tamar Lavee, Ran Levy, Paul Matchen, Anatoly Polnarov, Vikas Raykar, Ruty Rinott, Amrita Saha, Naama Zwerdling, David Konopnicki, Dan Gutfreund
no code implementations • NeurIPS 2014 • Sarath Chandar A P, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas Raykar, Amrita Saha
Cross-language learning allows us to use training data from one language to build models for a different language.