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A
Aleš Leonardis
University of Ljubljana
56
H-index
432
Paper Count
1.8W
Citation Count
0
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Published Papers
39
Publication Date
Publication Date
Impact Factor
Citations
Transformer-Based Models for Predicting Molecular Structures from Infrared Spectra Using Patch-Based Self-Attention
JOURNAL OF PHYSICAL CHEMISTRY A
IF
2.8
2025-02-14
0
PRE
AI
Wu, Wenjin; Leonardis, Aless; Jiao, Jianbo; Jiang, Jun
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Label-efficient object detection via region proposal network pre-training
NEUROCOMPUTING
IF
6.5
2024-04-01
3
OA
AI
Dong, Nanqing; Ericsson, Linus; Yang, Yongxin; Leonardis, Ales; Mcdonagh, Steven
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Repurposing existing deep networks for caption and aesthetic-guided image cropping
PATTERN RECOGNITION
IF
7.6
2022-06-01
7
OA
AI
Horanyi, Nora; Xia, Kedi; Yi, Kwang Moo; Bojja, Abhishake Kumar; Leonardis, Ales; Chang, Hyung Jin
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FlexHDR: Modeling Alignment and Exposure Uncertainties for Flexible HDR Imaging
IEEE TRANSACTIONS ON IMAGE PROCESSING
IF
13.7
2022-01-01
10
OA
AI
Catley-Chandar, Sibi; Tanay, Thomas; Vandroux, Lucas; Leonardis, Ales; Slabaugh, Gregory; Perez-Pellitero, Eduardo
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Learning a Model-Driven Variational Network for Deformable Image Registration
IEEE TRANSACTIONS ON MEDICAL IMAGING
IF
9.8
2022-01-01
20
OA
AI
Jia, Xi; Thorley, Alexander; Chen, Wei; Qiu, Huaqi; Shen, Linlin; Styles, Iain B.; Chang, Hyung Jin; Leonardis, Ales; de Marvao, Antonio; O'Regan, Declan P.; Rueckert, Daniel; Duan, Jinming
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A Survey on Neural Network Interpretability
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2021-10-01
455
OA
AI
Zhang, Yu; Tino, Peter; Leonardis, Ales; Tang, Ke
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Cognitive Relevance Transform for Population Re-Targeting
SENSORS
IF
3.5
2020-08-19
0
OA
AI
Koporec, Gregor; Kosir, Andrej; Leonardis, Ales; Pers, Janez
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Exploring Object-Centric and Scene-Centric CNN Features and Their Complementarity for Human Rights Violations Recognition in Images
IEEE ACCESS
IF
3.6
2019-01-01
5
OA
AI
Kalliatakis, Grigorios; Ehsan, Shoaib; Leonardis, Ales; Fasli, Maria; Mcdonald-Maier, Klaus D.
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Dynamic grasp and trajectory planning for moving objects
AUTONOMOUS ROBOTS
IF
4.3
2018-08-20
73
OA
AI
Marturi, Naresh; Kopicki, Marek; Rastegarpanah, Alireza; Rajasekaran, Vijaykumar; Adjigble, Maxime; Stolkin, Rustam; Leonardis, Ales; Bekiroglu, Yasemin
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Robust Fusion of Color and Depth Data for RGB-D Target Tracking Using Adaptive Range-Invariant Depth Models and Spatio-Temporal Consistency Constraints
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2018-08-01
54
OA
AI
Xiao, Jingjing; Stolkin, Rustam; Gao, Yuqing; Leonardis, Ales
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Understanding images in biological and computer vision
INTERFACE FOCUS
IF
4
2018-06-15
3
OA
AI
Schofield, Andrew J.; Gilchrist, Iain D.; Bloj, Marina; Leonardis, Ales; Bellotto, Nicola
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Region-sequence based six-stream CNN features for general and fine-grained human action recognition in videos
PATTERN RECOGNITION
IF
7.6
2018-04-01
66
OA
AI
Ma, Miao; Marturi, Naresh; Li, Yibin; Leonardis, Ales; Stolkin, Rustam
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Dynamic multi-level appearance models and adaptive clustered decision trees for single target tracking
PATTERN RECOGNITION
IF
7.6
2017-09-01
6
OA
AI
Xiao, Jingjing; Stolkin, Rustam; Leonardis, Ales
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Learning part-based spatial models for laser-vision-based room categorization
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF
5
2017-04-26
2
OA
AI
Ursic, Peter; Leonardis, Ales; Skocaj, Danijel; Kristan, Matej
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Continuously Adaptive Data Fusion and Model Relearning for Particle Filter Tracking With Multiple Features
IEEE SENSORS JOURNAL
IF
4.5
2016-04-01
29
OA
AI
Xiao, Jingjing; Stolkin, Rustam; Oussalah, Mourad; Leonardis, Ales
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One-shot learning and generation of dexterous grasps for novel objects
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF
5
2015-09-18
90
OA
AI
Kopicki, Marek; Detry, Renaud; Adjigble, Maxime; Stolkin, Rustam; Leonardis, Ales; Wyatt, Jeremy L.
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Online Discriminative Kernel Density Estimator With Gaussian Kernels
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2014-03-01
37
PRE
AI
Kristan, Matej; Leonardis, Ales
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MDL principle for robust vector quantisation
PATTERN ANALYSIS AND APPLICATIONS
IF
2
2014-02-21
65
PRE
AI
Bischof, H; Leonardis, A; Selb, A
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Modeling binding and cross-modal learning in Markov logic networks
NEUROCOMPUTING
IF
6.5
2012-11-01
1
PRE
AI
Vrecko, Alen; Leonardis, Ales; Skocaj, Danijel
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Multivariate online kernel density estimation with Gaussian kernels
PATTERN RECOGNITION
IF
7.6
2011-10-01
150
PRE
AI
Kristan, Matej; Leonardis, Ales; Skocaj, Danijel
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Research Directions
No research directions
Co-authors
Cooperation Journals
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
B
Bernt Schiele
H-index: 124 · Papers: 747
蒋俊
(Jun Jiang)
H-index: 93 · Papers: 936
H
Horst Bischof
H-index: 86 · Papers: 929
S
Sanja Fidler
H-index: 78 · Papers: 388
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