Continual VQA for Disaster Response Systems

1 code implementation • 21 Sep 2022 • Aditya Kane, V Manushree, Sahil Khose

Thus, we instead use pre-trained embeddings of text and image from this model for our supervised training and surpass previous state-of-the-art results on the FloodNet dataset.

Disaster Response Management +2

Efficient Gender Debiasing of Pre-trained Indic Language Models

no code implementations • 8 Sep 2022 • Neeraja Kirtane, V Manushree, Aditya Kane

Our major contributions in this paper are the construction of a novel corpus to evaluate occupational gender bias in Hindi, quantify this existing bias in these systems using a well-defined metric, and mitigate it by efficiently fine-tuning our model.

Bias Detection Cultural Vocal Bursts Intensity Prediction +1

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.

XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches

2 code implementations • 26 Aug 2021 • V Manushree, Sameer Saxena, Parna Chowdhury, Manisimha Varma, Harsh Rathod, Ankita Ghosh, Sahil Khose

Sketches are a medium to convey a visual scene from an individual's creative perspective.

Clustering Generative Adversarial Network