Search Results for author: Dhruv Makwana

Found 6 papers, 3 papers with code

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

TPFNet: A Novel Text In-painting Transformer for Text Removal

1 code implementation26 Oct 2022 Onkar Susladkar, Dhruv Makwana, Gayatri Deshmukh, Sparsh Mittal, Sai Chandra Teja R, Rekha Singhal

Further, we use a novel multi-headed decoder that generates a high-pass filtered image and a segmentation map, in addition to a text-free image.

Image Generation Segmentation +1

RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks

no code implementations17 Aug 2021 Feng Sun, Ajith Kumar V, Guanci Yang, Qikui Zhu, Yiyun Zhang, Ansi Zhang, Dhruv Makwana

Graph Convolutional Networks (GCNs) are widely used in many applications yet still need large amounts of labelled data for training.

Link Prediction Self-Learning +1

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