Joachim Denzler

About Joachim Denzler

Joachim Denzler, With an exceptional h-index of 48 and a recent h-index of 36 (since 2020), a distinguished researcher at Friedrich-Schiller-Universität Jena, specializes in the field of Computer Vision, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out

JeFaPaTo--A joint toolbox for blinking analysis and facial features extraction

Reducing Bias in Pre-trained Models by Tuning while Penalizing Change

Determining the community composition of herbaceous species from images using convolutional neural networks

The Power of Properties: Uncovering the Influential Factors in Emotion Classification

Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain

Early warning of complex climate risk with integrated artificial intelligence

Deep Learning-based Group Causal Inference in Multivariate Time-series

Joachim Denzler Information

University

Position

Professor für Informatik

Citations(all)

11672

Citations(since 2020)

7218

Cited By

6760

hIndex(all)

48

hIndex(since 2020)

36

i10Index(all)

201

i10Index(since 2020)

109

Email

University Profile Page

Google Scholar

Joachim Denzler Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Joachim Denzler

Title

Journal

Author(s)

Publication Date

When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out

arXiv preprint arXiv:2404.12295

Tristan Piater

Niklas Penzel

Gideon Stein

Joachim Denzler

2024/4/18

JeFaPaTo--A joint toolbox for blinking analysis and facial features extraction

arXiv preprint arXiv:2402.08439

Tim Büchner

Oliver Mothes

Orlando Guntinas-Lichius

Joachim Denzler

2024/2/13

Reducing Bias in Pre-trained Models by Tuning while Penalizing Change

arXiv preprint arXiv:2404.12292

Niklas Penzel

Gideon Stein

Joachim Denzler

2024/4/18

Determining the community composition of herbaceous species from images using convolutional neural networks

Ecological Informatics

Matthias Körschens

Solveig Franziska Bucher

Paul Bodesheim

Josephine Ulrich

Joachim Denzler

...

2024/2/10

The Power of Properties: Uncovering the Influential Factors in Emotion Classification

arXiv preprint arXiv:2404.07867

Tim Büchner

Niklas Penzel

Orlando Guntinas-Lichius

Joachim Denzler

2024/4/11

Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain

arXiv preprint arXiv:2401.13386

Dong Han

Yong Li

Joachim Denzler

2024/1/24

Early warning of complex climate risk with integrated artificial intelligence

Markus Reichstein

Vitus Benson

Gustau Camps-Valls

Han Boran

Carina Fearnley

...

2024/4

Deep Learning-based Group Causal Inference in Multivariate Time-series

arXiv preprint arXiv:2401.08386

Wasim Ahmad

Maha Shadaydeh

Joachim Denzler

2024/1/16

Physics Informed Modeling of Ecosystem Respiration via Dynamic Mode Decomposition with Control Input

arXiv preprint arXiv:2402.17625

Maha Shadaydeh

Joachim Denzler

Mirco Migliavacca

2024/2/27

An automatic, objective method to measure and visualize volumetric changes in patients with facial palsy during 3D video recordings

Laryngo-Rhino-Otologie

Tim Büchner

Sven Sickert

Gerd Fabian Volk

Joachim Denzler

Orlando Guntinas-Lichius

2024/5

Enhanced stability of grassland soil temperature by plant diversity

Nature Geoscience

Yuanyuan Huang

Gideon Stein

Olaf Kolle

Karl Kübler

Ernst-Detlef Schulze

...

2024/1

Embracing the black box: Heading towards foundation models for causal discovery from time series data

arXiv preprint arXiv:2402.09305

Gideon Stein

Maha Shadaydeh

Joachim Denzler

2024/2/14

Der zeitliche Verlauf des emotionalen menschlichen Gesichtsausdruckes–die Entwicklung eines künstliche Intelligenz basierten Paradigmas zur Quantifizierung

Laryngo-Rhino-Otologie

Lena Mers

Oliver Mothes

Joachim Denzler

Orlando Guntinas-Lichius

Christian Dobel

2023/5

Surface Electrostimulation decelerates Denervated Muscle Atrophy in Facial Paralysis: Ultrasound Quantification

Laryngo-Rhino-Otologie

Gabriel Meincke

Johannes Krauß

Maren Geitner

Dirk Arnold

Anna-Maria Kuttenreich

...

2023/5

Deep learning pipeline for automated visual moth monitoring: insect localization and species classification

arXiv preprint arXiv:2307.15427

Dimitri Korsch

Paul Bodesheim

Joachim Denzler

2023/7/28

Let's Get the FACS Straight--Reconstructing Obstructed Facial Features

arXiv preprint arXiv:2311.05221

Tim Büchner

Sven Sickert

Gerd Fabian Volk

Christoph Anders

Orlando Guntinas-Lichius

...

2023/11/9

Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization

Jan Blunk

Niklas Penzel

Paul Bodesheim

Joachim Denzler

2023/9/19

Lebensqualität und Fazialisfunktion während Elektrostimulation denervierter Muskulatur bei Patienten mit kompletter einseitiger Fazialisparese

Laryngo-Rhino-Otologie

Maren Geitner

Johannes Krauß

Gabriel Meincke

Dirk Arnold

Anna-Maria Kuttenreich

...

2023/5

Plant diversity stabilizes soil temperature

bioRxiv

Yuanyuan Huang

Gideon Stein

Olaf Kolle

Karl Kübler

Ernst-Detlef Schulze

...

2023/3/15

Interpreting Art by Leveraging Pre-Trained Models

Niklas Penzel

Joachim Denzler

2023/7/23

See List of Professors in Joachim Denzler University(Friedrich-Schiller-Universität Jena)

Co-Authors

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