Search Results for author: Sudipto Mukherjee

Found 8 papers, 2 papers with code

Attention-based Estimation and Prediction of Human Intent to augment Haptic Glove aided Control of Robotic Hand

no code implementations15 Oct 2021 Muneeb Ahmed, Rajesh Kumar, Qaim Abbas, Brejesh lall, Arzad A. Kherani, Sudipto Mukherjee

The test-MSE in prediction of human intent is reported to yield ~ 97. 3 -98. 7% improvement of accuracy in comparison to LSTM-based benchmark

A note on synthesizing geodesic based contact curves

no code implementations29 Jan 2021 Rajesh Kumar, Sudipto Mukherjee

The paper focuses on synthesizing optimal contact curves that can be used to ensure a rolling constraint between two bodies in relative motion.

Robotics

Smart To-Do: Automatic Generation of To-Do Items from Emails

no code implementations ACL 2020 Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Intelligent features in email service applications aim to increase productivity by helping people organize their folders, compose their emails and respond to pending tasks.

Management Text Generation

C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation

no code implementations17 May 2020 Arnab Kumar Mondal, Arnab Bhattacharya, Sudipto Mukherjee, Prathosh AP, Sreeram Kannan, Himanshu Asnani

Estimation of information theoretic quantities such as mutual information and its conditional variant has drawn interest in recent times owing to their multifaceted applications.

Smart To-Do : Automatic Generation of To-Do Items from Emails

no code implementations5 May 2020 Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Intelligent features in email service applications aim to increase productivity by helping people organize their folders, compose their emails and respond to pending tasks.

Management Text Generation

CCMI : Classifier based Conditional Mutual Information Estimation

1 code implementation5 Jun 2019 Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan

Conditional Mutual Information (CMI) is a measure of conditional dependence between random variables X and Y, given another random variable Z.

feature selection Mutual Information Estimation +2

A Content-Based Approach to Email Triage Action Prediction: Exploration and Evaluation

no code implementations30 Apr 2019 Sudipto Mukherjee, Ke Jiang

Email has remained a principal form of communication among people, both in enterprise and social settings.

ClusterGAN : Latent Space Clustering in Generative Adversarial Networks

7 code implementations10 Sep 2018 Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan

While one can potentially exploit the latent-space back-projection in GANs to cluster, we demonstrate that the cluster structure is not retained in the GAN latent space.

Clustering

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