Search Results for author: Valay Bundele

Found 3 papers, 1 papers with code

Scaling Vision-and-Language Navigation With Offline RL

no code implementations27 Mar 2024 Valay Bundele, Mahesh Bhupati, Biplab Banerjee, Aditya Grover

The study of vision-and-language navigation (VLN) has typically relied on expert trajectories, which may not always be available in real-world situations due to the significant effort required to collect them.

Offline RL Vision and Language Navigation

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization

no code implementations5 Nov 2023 Prathmesh Bele, Valay Bundele, Avigyan Bhattacharya, Ankit Jha, Gemma Roig, Biplab Banerjee

Single-source open-domain generalization (SS-ODG) addresses the challenge of labeled source domains with supervision during training and unlabeled novel target domains during testing.

Domain Generalization

Perceptual cGAN for MRI Super-resolution

1 code implementation23 Jan 2022 Sahar Almahfouz Nasser, Saqib Shamsi, Valay Bundele, Bhavesh Garg, Amit Sethi

Capturing high-resolution magnetic resonance (MR) images is a time consuming process, which makes it unsuitable for medical emergencies and pediatric patients.

Super-Resolution

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