1 code implementation • 23 Apr 2022 • Eric Dodds, Jack Culpepper, Gaurav Srivastava
Retrieving relevant images from a catalog based on a query image together with a modifying caption is a challenging multimodal task that can particularly benefit domains like apparel shopping, where fine details and subtle variations may be best expressed through natural language.
2 code implementations • 30 Jun 2020 • Eric Dodds, Jack Culpepper, Simao Herdade, Yang Zhang, Kofi Boakye
Image retrieval with natural language feedback offers the promise of catalog search based on fine-grained visual features that go beyond objects and binary attributes, facilitating real-world applications such as e-commerce.
no code implementations • 10 Oct 2018 • Eric Dodds, Huy Nguyen, Simao Herdade, Jack Culpepper, Andrew Kae, Pierre Garrigues
Our approach significantly outperforms the state-of-the-art on the DeepFashion dataset.