GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks

no code implementations • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 • Onkar Susladkar, Gayatri Deshmukh, Dhruv Makwana, Sparsh Mittal, R Sai Chandra Teja, Rekha Singhal

We introduce a novel network, GAFNet (Global Attention Fourier Net), which learns through large-scale pre-training over three image-text datasets (COCO, SBU, and CC-3M), for achieving high performance on downstream vision and language tasks.

Image Generation Retrieval +2