On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means

8 April 2019

Papers citing "On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means"

30 / 30 papers shown

Title
Geometric Jensen-Shannon Divergence Between Gaussian Measures On Hilbert Space Minh Ha Quang Frank Nielsen 98 0 0 12 Jun 2025
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision Xiandong Zou Ruihao Xia Hongsong Wang Pan Zhou AI4TS 53 0 0 11 Jun 2025
AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions Adriana Eufrosina Bora Akshatha Arodi Duoyi Zhang Jordan Bannister Mirko Bronzi Arsène Fansi Tchango M. A. Bashar R. Nayak Kerrie Mengersen 45 0 0 02 Jun 2025
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point Travis Barrett Amit Kumar Mishra 189 3 0 09 Mar 2025
Text-to-3D Generation using Jensen-Shannon Score Distillation Khoi Do Binh-Son Hua DiffM 90 0 0 08 Mar 2025
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation Liancheng Fang Aiwei Liu Hengrui Zhang Henry Peng Zou Weizhi Zhang Philip S. Yu LMTD 79 2 0 23 Feb 2025
Learning Efficient Representations of Neutrino Telescope Events Felix J. Yu Nicholas Kamp Carlos A. Arguelles 34 0 0 17 Oct 2024
Through-Wall Imaging based on WiFi Channel State Information Julian Strohmayer Rafael Sterzinger Christian Stippel Martin Kampel 143 0 0 30 Jan 2024
When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting Harshavardhan Kamarthi Lingkai Kong Alexander Rodríguez Chao Zhang B. Prakash AI4TS 87 4 0 17 Oct 2023
Applications of Binary Similarity and Distance Measures M. Muniswamaiah T. Agerwala C. Tappert 33 2 0 01 Jul 2023
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 115 144 0 18 Aug 2022
Ollivier-Ricci Curvature For Head Pose Estimation From a Single Image Lucia Cascone Riccardo Distasi M. Nappi 49 0 0 27 Apr 2022
Fast approximations of the Jeffreys divergence between univariate Gaussian mixture models via exponential polynomial densities Frank Nielsen 101 12 0 13 Jul 2021
q-Paths: Generalizing the Geometric Annealing Path using Power Means Vaden Masrani Rob Brekelmans T. Bui Frank Nielsen Aram Galstyan Greg Ver Steeg Frank Wood 274 16 0 01 Jul 2021
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels Erik Englesson Hossein Azizpour NoLa 85 107 0 10 May 2021
Generalized Multimodal ELBO Thomas M. Sutter Imant Daunhawer Julia E. Vogt 96 95 0 06 May 2021
$α$ -Geodesical Skew Divergence Masanari Kimura H. Hino 70 9 0 31 Mar 2021
On $f$ -divergences between Cauchy distributions Frank Nielsen K. Okamura 92 24 0 29 Jan 2021
New bounds for $k$ -means and information $k$ -means Gautier Appert O. Catoni 69 5 0 14 Jan 2021
Transport information Bregman divergences Wuchen Li OT 152 15 0 04 Jan 2021
Likelihood Ratio Exponential Families Rob Brekelmans Frank Nielsen Alireza Makhzani Aram Galstyan Greg Ver Steeg 55 6 0 31 Dec 2020
Posterior Averaging Information Criterion Shouhao Zhou 21 4 0 19 Sep 2020
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective Ruixiang Zhang Masanori Koyama Katsuhiko Ishiguro CML 58 6 0 21 Jul 2020
Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence Thomas M. Sutter Imant Daunhawer Julia E. Vogt 112 69 0 15 Jun 2020
Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation Vikash Balasubramanian I. Kobyzev Hareesh Bahuleyan I. Shapiro Olga Vechtomova OOD CoGe DRL 154 18 0 22 Apr 2020
Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family Frank Nielsen Richard Nock 73 3 0 05 Mar 2020
On a generalization of the Jensen-Shannon divergence Frank Nielsen 90 113 0 02 Dec 2019
Information-Geometric Set Embeddings (IGSE): From Sets to Probability Distributions Ke Sun Frank Nielsen GAN 72 4 0 27 Nov 2019
An elementary introduction to information geometry Frank Nielsen 3DGS 67 223 0 17 Aug 2018
On $w$ -mixtures: Finite convex combinations of prescribed component distributions Frank Nielsen Richard Nock CoGe 68 11 0 02 Aug 2017