output
20172026
most citedTen Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

168 citations

Showing 2023Show all

12 papers · 1 filter

physics.ao-ph2023★ 8 cited

Pattern change of precipitation extremes in Bear Island

Arnob Ray, Tanujit Chakraborty, Athulya Radhakrishnan +4

Extreme precipitation in the Arctic region plays a crucial role in global weather and climate patterns. Bear Island (Bjørnøya) is located in the Norwegian Svalbard archipelago, whi…

cs.SC2023

-norm computation for linear time-invariant systems depending on parameters

Alban Quadrat, Fabrice Rouillier, Grace Younes

This paper focuses on representing the -norm of finite-dimensional linear time-invariant systems with parameter-dependent coefficients. Previous studies tackled the pro…

stat.ML2023★ 10 cited

Skew-Probabilistic Neural Networks for Learning from Imbalanced Data

Shraddha M. Naik, Tanujit Chakraborty, Madhurima Panja +2

Real-world datasets often exhibit imbalanced data distribution, where certain class levels are severely underrepresented. In such cases, traditional pattern classifiers have shown…

stat.ML2023★ 1 cited

Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study

Xueqing Liu, Nina Deliu, Tanujit Chakraborty +2

Mobile health (mHealth) interventions often aim to improve distal outcomes, such as clinical conditions, by optimizing proximal outcomes through just-in-time adaptive interventions…

cs.LG2023★ 168 cited

Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

Tanujit Chakraborty, Ujjwal Reddy K S, Shraddha M. Naik +2

Since their inception in 2014, Generative Adversarial Networks (GANs) have rapidly emerged as powerful tools for generating realistic and diverse data across various domains, inclu…

cs.GR2023★ 4 cited

Merge Tree Geodesics and Barycenters with Path Mappings

Florian Wetzels, Mathieu Pont, Julien Tierny +1

Comparative visualization of scalar fields is often facilitated using similarity measures such as edit distances. In this paper, we describe a novel approach for similarity analysi…

cs.LG2023★ 13 cited

Prediction of Transportation Index for Urban Patterns in Small and Medium-sized Indian Cities using Hybrid RidgeGAN Model

Rahisha Thottolil, Uttam Kumar, Tanujit Chakraborty

The rapid urbanization trend in most developing countries including India is creating a plethora of civic concerns such as loss of green space, degradation of environmental health,…

cs.CV2023★ 4 cited

A review of UAV Visual Detection and Tracking Methods

Raed Abu Zitar, Mohammad Al-Betar, Mohamad Ryalat +1

This paper presents a review of techniques used for the detection and tracking of UAVs or drones. There are different techniques that depend on collecting measurements of the posit…

math.DG2023★ 1 cited

About a Family of ALF Instantons with Conical Singularities

Olivier Biquard, Paul Gauduchon

We apply the techniques developed in our previous article to describe some interesting families of ALF gravitational instantons with conical singularities. In particular, we comple…

stat.ME2023

Whittaker--Henderson smoothing revisited: A modern statistical framework for practical use

Guillaume Biessy

Introduced over a century ago, Whittaker-Henderson smoothing remains widely used by actuaries in constructing one-dimensional and two-dimensional experience tables for mortality, d…

cond-mat.mtrl-sci2023

Response to "On the giant deformation and ferroelectricity of guanidinium nitrate" by Marek Szafrański and Andrzej Katrusiak

Durga Prasad Karothu, Rodrigo Ferreira, Ghada Dushaq +9

Following a well-established practice of publishing commentaries to articles of other authors who work on materials that were earlier studied by them (n.b. six published comments[1…

physics.plasm-ph2023★ 4 cited

On the stability of two-dimensional modulated electrostatic wavepackets in non-Maxwellian dusty plasma-application in Saturn's magnetosphere

Kuldeep Singh, Michael McKerr, Ioannis Kourakis

Motivated by observations of localized electrostatic wavepackets by the Voyager 1 and 2 and Cassini missions in Saturn's magnetosphere, we have investigated the evolution of modula…