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On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means
8 April 2019
Frank Nielsen
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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
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DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision
Xiandong Zou
Ruihao Xia
Hongsong Wang
Pan Zhou
AI4TS
53
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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
α
α
-Geodesical Skew Divergence
Masanari Kimura
H. Hino
70
9
0
31 Mar 2021
On
f
f
f
-divergences between Cauchy distributions
Frank Nielsen
K. Okamura
92
24
0
29 Jan 2021
New bounds for
k
k
k
-means and information
k
k
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
w
w
-mixtures: Finite convex combinations of prescribed component distributions
Frank Nielsen
Richard Nock
CoGe
68
11
0
02 Aug 2017
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