Varun Jain
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View article: ID: 4349277 BEYOND THE HOSPITAL: REAL-WORLD SURVIVAL BENEFIT OF REMOTE MONITORING IN CHRONIC HEART FAILURE
ID: 4349277 BEYOND THE HOSPITAL: REAL-WORLD SURVIVAL BENEFIT OF REMOTE MONITORING IN CHRONIC HEART FAILURE Open
View article: Implementing Decentralized Per-Partition Automatic Failover in Azure Cosmos DB
Implementing Decentralized Per-Partition Automatic Failover in Azure Cosmos DB Open
Azure Cosmos DB is a cloud-native distributed database, operating at a massive scale, powering Microsoft Cloud. Think 10s of millions of database partitions (replica-sets), 100+ PBs of data under management, 20M+ vCores. Failovers are an i…
View article: WCN25-1290 A FATAL CASE OF AV FISTULA THROMBOSIS ASSOCIATED WITH PULMONARY THROMBOEMBOLISM IN POST RENAL TRANSPLANT PATIENT
WCN25-1290 A FATAL CASE OF AV FISTULA THROMBOSIS ASSOCIATED WITH PULMONARY THROMBOEMBOLISM IN POST RENAL TRANSPLANT PATIENT Open
View article: Normalized Null hypersurfaces of Indefinite Kähler Manifolds
Normalized Null hypersurfaces of Indefinite Kähler Manifolds Open
We study null hypersurfaces of indefinite Kähler manifolds and by taking the advantages of the almost complex structure $J$, we select a suitable rigging $\zeta$, which we call the $J-$rigging, on the null hypersurface. This suitable riggi…
View article: Integrative –‘Omics and Machine-Learning-Based Image Analyses of Environmental Enteric Dysfunction Reveal an Immunologic and Metabolic Pathogenesis of Intestinal Failure
Integrative –‘Omics and Machine-Learning-Based Image Analyses of Environmental Enteric Dysfunction Reveal an Immunologic and Metabolic Pathogenesis of Intestinal Failure Open
View article: Integrative –‘Omics and Machine-Learning-Based Image Analyses of Environmental Enteric Dysfunction Reveal an Immunologic and Metabolic Pathogenesis of Intestinal Failure
Integrative –‘Omics and Machine-Learning-Based Image Analyses of Environmental Enteric Dysfunction Reveal an Immunologic and Metabolic Pathogenesis of Intestinal Failure Open
View article: Analysis and Control of a Planar Quadrotor
Analysis and Control of a Planar Quadrotor Open
In this paper, we model the planar motion of a quadcopter, and develop a linear model of the same. We perform stability analysis of the open loop system and develop a PD controller for its position control. We compare the closed loop respo…
View article: Memory Guided Road Detection
Memory Guided Road Detection Open
In self driving car applications, there is a requirement to predict the location of the lane given an input RGB front facing image. In this paper, we propose an architecture that allows us to increase the speed and robustness of road detec…
View article: Estimation and numerical validation of inf-sup constant for bilinear form (p, div u)
Estimation and numerical validation of inf-sup constant for bilinear form (p, div u) Open
We give a derivation for the value of inf-sup constant for the bilinear form (p, div u). We prove that the value of inf-sup constant is equal to 1.0 in all cases and is independent of the size and shape of the domain. Numerical tests for v…
View article: A Survey on Abstractive Summarization Models using Machine Learning and Deep Learning Techniques
A Survey on Abstractive Summarization Models using Machine Learning and Deep Learning Techniques Open
View article: A high order hybrid mimetic discretization on curvilinear quadrilateral meshes for complex geometries
A high order hybrid mimetic discretization on curvilinear quadrilateral meshes for complex geometries Open
In this paper, we present a hybrid mimetic method which solves the mixed formulation of the Poisson problem on curvilinear quadrilateral meshes. The method is hybrid in the sense that the domain is decomposed into multiple disjoint element…
View article: Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications
Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications Open
Hand gestures are a natural means of interaction in Augmented Reality and Virtual Reality (AR/VR) applications. Recently, there has been an increased focus on removing the dependence of accurate hand gesture recognition on complex sensor s…
View article: The CoSTAR Block Stacking Dataset: Learning with Workspace Constraints
The CoSTAR Block Stacking Dataset: Learning with Workspace Constraints Open
A robot can now grasp an object more effectively than ever before, but once it has the object what happens next? We show that a mild relaxation of the task and workspace constraints implicit in existing object grasping datasets can cause n…
View article: GestARLite: An On-Device Pointing Finger Based Gestural Interface for Smartphones and Video See-Through Head-Mounts
GestARLite: An On-Device Pointing Finger Based Gestural Interface for Smartphones and Video See-Through Head-Mounts Open
Hand gestures form an intuitive means of interaction in Mixed Reality (MR) applications. However, accurate gesture recognition can be achieved only through state-of-the-art deep learning models or with the use of expensive sensors. Despite…
View article: AirPen: A Touchless Fingertip Based Gestural Interface for Smartphones and Head-Mounted Devices
AirPen: A Touchless Fingertip Based Gestural Interface for Smartphones and Head-Mounted Devices Open
Hand gestures are an intuitive, socially acceptable, and a non-intrusive interaction modality in Mixed Reality (MR) and smartphone based applications. Unlike speech interfaces, they tend to perform well even in shared and public spaces. Ha…
View article: sharpDARTS: Faster and More Accurate Differentiable Architecture Search
sharpDARTS: Faster and More Accurate Differentiable Architecture Search Open
Neural Architecture Search (NAS) has been a source of dramatic improvements in neural network design, with recent results meeting or exceeding the performance of hand-tuned architectures. However, our understanding of how to represent the …
View article: Training Frankenstein's Creature to Stack: HyperTree Architecture Search.
Training Frankenstein's Creature to Stack: HyperTree Architecture Search. Open
We propose HyperTrees for the low cost automatic design of multiple-input neural network models. Much like how Dr. Frankenstein's creature was assembled from pieces before he came to life in the eponymous book, HyperTrees combine parts of …
View article: Facial expression analysis and the affect space
Facial expression analysis and the affect space Open
International audience
View article: L'observation visuelle des émotions humaines
L'observation visuelle des émotions humaines Open
Cette thèse a pour sujet le développement de méthodes et de techniques permettant d'inférer l'état affectif d'une personne à partir d'informations visuelles. Plus précisement, nous nous intéressons à l'analyse d'expressions du visage, puis…