KB
Kobus Barnard
cs.CVInterpersonal RelationsArtificial Intelligenceastro-ph.GAastro-ph.HEastro-ph.SRcs.LGDeep LearningEmotionsModels, Psychological
On Valency
published · living versionsW_mqcmcqhe·v1 · currentpublished
Classifying Astronomical Transients Using Only Host Galaxy Photometry
with Marina Kisley, Yu-Jing Qin, Ann Zabludoff, Chia-Lin Ko
1 version
Preprints & journals
29 papers in the corpus · 2001–2025Hippocampal blood oxygenation predicts choices about everyday consumer experiences: A deep-learning approach.40623186 · Basavaraj, Chinmai, Reimann, Martin, Barnard, Kobus et al.2025 · 2 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(28):e2421905122
Probabilistic Modeling of Human Teams to Infer False Beliefs2310.12929v1 · Paulo Soares, Adarsh Pyarelal, Kobus Barnard2023 · 1 citationarXiv
Classifying Astronomical Transients Using Only Host Galaxy Photometry2209.02784v2 · Marina Kisley, Yu-Jing Qin, Ann Zabludoff et al.2022 · 14 citationsarXivon Valency
Linking Extragalactic Transients and their Host Galaxy Properties: Transient Sample, Multi-Wavelength Host Identification, and Database Construction2111.08016v1 · Yu-Jing Qin, Ann Zabludoff, Marina Kisley et al.2021 · 16 citationsarXiv
Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG2108.06868v1 · Mohammad Reza Ehsani, Ariyan Zarei, Hoshin V. Gupta et al.2021 · 67 citationsarXiv
Modular Procedural Generation for Voxel Maps2104.08890v1 · Adarsh Pyarelal, Aditya Banerjee, Kobus Barnard2021 · 1 citationarXiv
Attentional Local Contrast Networks for Infrared Small Target Detection2012.08573v1 · Yimian Dai, Yiquan Wu, Fei Zhou et al.2020 · 877 citationsarXiv
Asymmetric Contextual Modulation for Infrared Small Target Detection2009.14530v1 · Yimian Dai, Yiquan Wu, Fei Zhou et al.2020 · 908 citationsarXiv
Attentional Feature Fusion2009.14082v2 · Yimian Dai, Fabian Gieseke, Stefan Oehmcke et al.2020 · 1,271 citationsarXiv
Attention as Activation2007.07729v2 · Yimian Dai, Stefan Oehmcke, Fabian Gieseke et al.2020 · 9 citationsarXiv
Quantifying Interpersonal Dynamics for Studying Socio-Emotional Processes and Adverse Health Behaviors.31033935 · Butler, Emily A, Barnard, Kobus J2020 · 23 citationsPsychosomatic medicine. 2019;81(8):749-758
Improving Visual Feature Extraction in Glacial Environments1908.10425v2 · Steven D. Morad, Jeremy Nash, Shoya Higa et al.2019 · 3 citationsarXiv
Fiber bundle imaging resolution enhancement using deep learning.31163777 · Shao, Jianbo, Zhang, Junchao, Liang, Rongguang et al.2020 · 25 citationsOptics express. 2019;27(11):15880-15890
Fiber bundle image restoration using deep learning.30821775 · Shao, Jianbo, Zhang, Junchao, Huang, Xiao et al.2019 · 52 citationsOptics letters. 2019;44(5):1080-1083
Resolution enhancement for fiber bundle imaging using maximum a posteriori estimation.29652395 · Shao, Jianbo, Liao, Wei-Chen, Liang, Rongguang et al.2018 · 32 citationsOptics letters. 2018;43(8):1906-1909
Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees1608.04045v1 · Kyle Simek, Ravishankar Palanivelu, Kobus Barnard2016 · 4 citationsarXiv
Multimodal probabilistic generative models for time-course gene expression data and Gene Ontology (GO) tags.26292166 · Gabbur, Prasad, Hoying, James, Barnard, Kobus2016 · 2 citationsMathematical biosciences. 2015;268:80-91
Distinguishing emotional coregulation from codysregulation: an investigation of emotional dynamics and body weight in romantic couples.25664951 · Reed, Rebecca G, Barnard, Kobus, Butler, Emily A2015 · 73 citationsEmotion (Washington, D.C.). 2015;15(1):45-60
Testing the effects of suppression and reappraisal on emotional concordance using a multivariate multilevel model.24055556 · Butler, Emily A, Gross, James J, Barnard, Kobus2014 · 93 citationsBiological psychology. 2014;98:6-18
A cell-based fascin bioassay identifies compounds with potential anti-metastasis or cognition-enhancing functions.22917928 · Kraft, Robert, Kahn, Allon, Medina-Franco, José L et al.2013 · 33 citationsDisease models & mechanisms. 2013;6(1):217-35
Modelling and visualizing morphology in the fungus Alternaria.22036294 · Taralova, Ekaterina H, Schlecht, Joseph, Barnard, Kobus et al.2012 · 11 citationsFungal biology. 2011;115(11):1163-73
Robust spatiotemporal matching of electronic slides to presentation videos.21292597 · Fan, Quanfu, Barnard, Kobus, Amir, Arnon et al.2011 · 19 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2011;20(8):2315-28
Machine-learning approaches for classifying haplogroup from Y chromosome STR data.18551166 · Schlecht, Joseph, Kaplan, Matthew E, Barnard, Kobus et al.2008 · 58 citationsPLoS computational biology. 2008;4(6):e1000093
Phenotypes of Drosophila brain neurons in primary culture reveal a role for fascin in neurite shape and trajectory.16928862 · Kraft, Robert, Escobar, Mindy M, Narro, Martha L et al.2006 · 57 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2006;26(34):8734-47
Building models of animals from video.16886866 · Ramanan, Deva, Forsyth, David A, Barnard, Kobus2006 · 102 citationsIEEE transactions on pattern analysis and machine intelligence. 2006;28(8):1319-34
Estimating the scene illumination chromaticity by using a neural network.12469731 · Cardei, Vlad C, Funt, Brian, Barnard, Kobus2003 · 187 citationsJournal of the Optical Society of America. A, Optics, image science, and vision. 2002;19(12):2374-86
A comparison of computational color constancy algorithms--part I: methodology and experiments with synthesized data.18249720 · Barnard, Kobus, Cardei, Vlad, Funt, Brian2010 · 441 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2002;11(9):972-83
A comparison of computational color constancy algorithms--part II: experiments with image data.18249721 · Barnard, Kobus, Martin, Lindsay, Coath, Adam et al.2010 · 338 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2002;11(9):985-96
Sensor sharpening for computational color constancy.11688863 · Barnard, K, Ciurea, F, Funt, B2001 · 61 citationsJournal of the Optical Society of America. A, Optics, image science, and vision. 2001;18(11):2728-43
Career total: 172 works. 29 are in this corpus.
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