Search Results for author: Sangnie Bhardwaj

Found 4 papers, 1 papers with code

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

no code implementations5 Oct 2023 Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan

We demonstrate image generation and captioning performance on par with state-of-the-art text-to-image and image-to-text models with orders of magnitude fewer (only 3M) paired image-text data.

Text-to-Image Generation

Steerable Equivariant Representation Learning

no code implementations22 Feb 2023 Sangnie Bhardwaj, Willie McClinton, Tongzhou Wang, Guillaume Lajoie, Chen Sun, Phillip Isola, Dilip Krishnan

In this paper, we propose a method of learning representations that are instead equivariant to data augmentations.

Image Retrieval object-detection +5

An Unsupervised Information-Theoretic Perceptual Quality Metric

no code implementations NeurIPS 2020 Sangnie Bhardwaj, Ian Fischer, Johannes Ballé, Troy Chinen

We show that PIM is competitive with supervised metrics on the recent and challenging BAPPS image quality assessment dataset and outperforms them in predicting the ranking of image compression methods in CLIC 2020.

Image Compression Image Quality Assessment +2

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