CyCLIP: Cyclic Contrastive Language-Image Pretraining

1 code implementation • 28 May 2022 • Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover

Recent advances in contrastive representation learning over paired image-text data have led to models such as CLIP that achieve state-of-the-art performance for zero-shot classification and distributional robustness.

Representation Learning Visual Reasoning +1

Joint Spatio-Textual Reasoning for Answering Tourism Questions

1 code implementation • 28 Sep 2020 • Danish Contractor, Shashank Goel, Mausam, Parag Singla

In response, we develop the first joint spatio-textual reasoning model, which combines geo-spatial knowledge with information in textual corpora to answer questions.