FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory

no code implementations • ICCV 2023 • Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen

Extensive evaluation results show that our proposed method outperforms the previous state-of-the-art algorithm by 50. 5%, on Multi-turn FashionIQ -- the only existing multi-turn fashion dataset currently, in addition to having a relative improvement of 12. 6% on Multi-turn Shoes -- an extension of the single-turn Shoes dataset that we created in this work.

Image Retrieval Retrieval

Contextualized End-to-End Neural Entity Linking

no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Haotian Chen, Andrej Zukov-Gregoric, Xi David Li, Sahil Wadhwa

We propose yet another entity linking model (YELM) which links words to entities instead of spans.

Entity Disambiguation Entity Linking +1

Evaluating the Readability of Force Directed Graph Layouts: A Deep Learning Approach

no code implementations • 2 Aug 2018 • Hammad Haleem, Yong Wang, Abishek Puri, Sahil Wadhwa, Huamin Qu

In this paper, we present a novel deep learning-based approach to evaluate the readability of graph layouts by directly using graph images.