DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions

no code implementations • 6 Oct 2023 • Sanket Kalwar, Mihir Ungarala, Shruti Jain, Aaron Monis, Krishna Reddy Konda, Sourav Garg, K Madhava Krishna

Furthermore, we investigate the advantages of jointly training visual and latent prompts, demonstrating that this combined approach significantly enhances performance in out-of-distribution scenarios.

Autonomous Driving Segmentation +1

Light Weight Character and Shape Recognition for Autonomous Drones

no code implementations • 14 Aug 2022 • Neetigya Poddar, Shruti Jain

There has been an extensive use of Unmanned Aerial Vehicles in search and rescue missions to distribute first aid kits and food packets.

object-detection Object Detection

A Studious Approach to Semi-Supervised Learning

1 code implementation • NeurIPS Workshop ICBINB 2021 • Sahil Khose, Shruti Jain, V Manushree

This paper is an ablation study of distillation in a semi-supervised setting, which not just reduces the number of parameters of the model but can achieve this while improving the performance over the baseline supervised model and making it better at generalizing.