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Xavier Boix

ETH Zurich

17H-index
91Paper Count
2.4KCitation Count
Published Papers 9
Publication Date
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Configural processing as an optimized strategy for robust object recognition in neural networks
errCOMMUNICATIONS BIOLOGY
IF5.1
err2025-03-07
err0
errOAAI
errJang, Hojin; Sinha, Pawan; Boix, Xavier
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Multi-domain improves classification in out-of-distribution and data-limited scenarios for medical image analysis
errSCIENTIFIC REPORTS
IF3.9
err2024-10-18
err0
errOAAI
errOzkan, Ece; Boix, Xavier
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errSave
Recurrent connections facilitate symmetry perception in deep networks
errSCIENTIFIC REPORTS
IF3.9
err2022-12-03
err4
errOAAI
errSundaram, Shobhita; Sinha, Darius; Groth, Matthew; Sasaki, Tomotake; Boix, Xavier
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Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations
errNEURAL NETWORKS
IF6.3
err2022-11-01
err4
errOAAI
errSakai, Akira; Sunagawa, Taro; Madan, Spandan; Suzuki, Kanata; Katoh, Takashi; Kobashi, Hiromichi; Pfister, Hanspeter; Sinha, Pawan; Boix, Xavier; Sasaki, Tomotake
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When and how convolutional neural networks generalize to out-of-distribution category-viewpoint combinations
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-02-21
err16
PREAI
errMadan, Spandan; Henry, Timothy; Dozier, Jamell; Ho, Helen; Bhandari, Nishchal; Sasaki, Tomotake; Durand, Fredo; Pfister, Hanspeter; Boix, Xavier
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Incorporating intrinsic suppression in deep neural networks captures dynamics of adaptation in neurophysiology and perception
errSCIENCE ADVANCES
IF12.5
err2020-10-16
err12
errOAAI
errVinken, K.; Boix, X.; Kreiman, G.
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Learning to Predict Sequences of Human Visual Fixations
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2016-06-01
err43
PREAI
errJiang, Ming; Boix, Xavier; Roig, Gemma; Xu, Juan; Van Gool, Luc; Zhao, Qi
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SEEDS: Superpixels Extracted Via Energy-Driven Sampling
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2014-07-19
err172
errOAAI
errVan den Bergh, Michael; Boix, Xavier; Roig, Gemma; Van Gool, Luc
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Harmony Potentials
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2011-04-23
err69
PREAI
errBoix, Xavier; Gonfaus, Josep M.; van de Weijer, Joost; Bagdanov, Andrew D.; Serrat, Joan; Gonzalez, Jordi
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Research Directions

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Co-authors
Cooperation Journals
L
Luc Van Gool
H-index: 165 · Papers: 2.0K
F
Frédo Durand
H-index: 93 · Papers: 391
H
Hanspeter Pfister
H-index: 83 · Papers: 676
J
Joost van de Weijer
H-index: 59 · Papers: 320
G
Gabriel Kreiman
H-index: 45 · Papers: 262
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