Sourav Das | DeepAI

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∙ 05/15/2023

Distilling Knowledge for Short-to-Long Term Trajectory Prediction

Long-term trajectory forecasting is a challenging problem in the field o...

12 Sourav Das, et al. ∙

∙ 02/01/2023

Monitoring the risk of a tailings dam collapse through spectral analysis of satellite InSAR time-series data

Slope failures possess destructive power that can cause significant dama...

0 Sourav Das, et al. ∙

∙ 04/25/2022

Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction

Human trajectory forecasting is a key component of autonomous vehicles, ...

15 Luigi Filippo Chiara, et al. ∙

∙ 02/13/2022

State-of-the-Art Review of Design of Experiments for Physics-Informed Deep Learning

This paper presents a comprehensive review of the design of experiments ...

0 Sourav Das, et al. ∙

∙ 01/29/2022

Challenges and approaches to privacy preserving post-click conversion prediction

Online advertising has typically been more personalized than offline adv...

5 Conor O'Brien, et al. ∙

∙ 11/25/2021

Probabilistic Impact Score Generation using Ktrain-BERT to Identify Hate Words from Twitter Discussions

Social media has seen a worrying rise in hate speech in recent times. Br...

0 Sourav Das, et al. ∙

∙ 09/10/2021

PAC Mode Estimation using PPR Martingale Confidence Sequences

We consider the problem of correctly identifying the mode of a discrete ...

0 Shubham Anand Jain, et al. ∙

∙ 06/13/2021

Sentiment Analysis of Covid-19 Tweets using Evolutionary Classification-Based LSTM Model

As the Covid-19 outbreaks rapidly all over the world day by day and also...

0 Arunava Kumar Chakraborty, et al. ∙

∙ 06/10/2021

Parallel Deep Learning-Driven Sarcasm Detection from Pop Culture Text and English Humor Literature

Sarcasm is a sophisticated way of wrapping any immanent truth, mes-sage,...

0 Sourav Das, et al. ∙

∙ 08/31/2020

Detecting Generic Music Features with Single Layer Feedforward Network using Unsupervised Hebbian Computation

With the ever-increasing number of digital music and vast music track fe...

0 Sourav Das, et al. ∙

∙ 07/28/2020

Efficient Cross-Shard Transaction Execution in Sharded Blockchains

Sharding is a promising blockchain scaling solution. But it currently su...

0 Sourav Das, et al. ∙

∙ 07/04/2020

Quo Vadis, Skeleton Action Recognition ?

In this paper, we study current and upcoming frontiers across the landsc...

13 Pranay Gupta, et al. ∙

∙ 07/01/2020

Spectral methods for small sample time series: A complete periodogram approach

The periodogram is a widely used tool to analyze second order stationary...

0 Sourav Das, et al. ∙

∙ 05/24/2020

Better Late than Never; Scaling Computation in Blockchains by Delaying Execution

Proof-of-Work (PoW) based blockchains typically allocate only a tiny fra...

0 Sourav Das, et al. ∙

∙ 05/24/2020

Better Late than Never; Scaling Computations in Blockchain by Delaying Transactions

Proof-of-Work (PoW) based blockchains typically allocate only a tiny fra...

0 Sourav Das, et al. ∙

∙ 04/26/2020

Airmed: Efficient Self-Healing Network of Low-End Devices

The proliferation of application specific cyber-physical systems coupled...

0 Sourav Das, et al. ∙

∙ 11/08/2018

YODA: Enabling computationally intensive contracts on blockchains with Byzantine and Selfish nodes

One major shortcoming of popular permissionless blockchains such as Bitc...

0 Sourav Das, et al. ∙

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