Siddharth Jain — accepted AI-conference papers

2025

Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues

Rohit Girmaji, Siddharth Jain, Bhav Beri, Sarthak Bansal, Vineet Gandhi

ICASSP 2025accepted

This paper introduces ViNet-S, a 36MB model based on the ViNet architecture with a U-Net design, featuring a lightweight decoder that significantly reduces model size and parameters without compromising performance. Additionally, ViNet-A (148MB) incorporates spatio-temporal action localization (STAL…

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2020

Robust Correction of Sampling Bias using Cumulative Distribution Functions

Bijan Mazaheri, Siddharth Jain, Jehoshua Bruck

NeurIPS 2020poster

Varying domains and biased datasets can lead to differences between the training and the target distributions, known as covariate shift. Current approaches for alleviating this often rely on estimating the ratio of training and target probability density functions. These techniques require parameter…

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