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ORCIDKevin Smith 0001
Person information
- affiliation: KTH Royal Institute of Technology, Sweden
- affiliation (former): University of Basel, Switzerland
- affiliation (former): EPFL, Lausanne, Switzerland
Other persons with the same name
- Kevin Smith — disambiguation page
- Kevin Smith 0002 — Emory University, Atlanta, GA, USA
- Kevin Smith 0003 — Department of Brain and Cognitive Sciences, MIT, Cambridge, MA, USA
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Journal Articles
- 2015
[j4]Aurélien Lucchi
, Pablo Márquez-Neila, Carlos J. Becker, Yunpeng Li, Kevin Smith, Graham Knott, Pascal Fua:
Learning Structured Models for Segmentation of 2-D and 3-D Imagery. IEEE Trans. Medical Imaging 34(5): 1096-1110 (2015)- 2012
- [j3]Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurélien Lucchi, Pascal Fua, Sabine Süsstrunk:
SLIC Superpixels Compared to State-of-the-Art Superpixel Methods. IEEE Trans. Pattern Anal. Mach. Intell. 34(11): 2274-2282 (2012) - [j2]Aurélien Lucchi, Kevin Smith, Radhakrishna Achanta, Graham Knott, Pascal Fua:
Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks With Learned Shape Features. IEEE Trans. Medical Imaging 31(2): 474-486 (2012) - 2008
- [j1]Kevin Smith, Sileye O. Ba, Jean-Marc Odobez, Daniel Gatica-Perez:
Tracking the Visual Focus of Attention for a Varying Number of Wandering People. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1212-1229 (2008)
Conference and Workshop Papers
- 2024
- [c22]Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith:
Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024: 7619-7628 - [c21]Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith:
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation. WACV 2024: 7723-7732 - 2023
- [c20]Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith:
Metadata-guided Consistency Learning for High Content Images. MIDL 2023: 918-936 - [c19]Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith:
PatchDropout: Economizing Vision Transformers Using Patch Dropout. WACV 2023: 3942-3951 - 2022
- [c18]Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith:
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors. CVPR 2022: 9215-9224 - 2021
- [c17]Moein Sorkhei, Yue Liu, Hossein Azizpour, Edward Azavedo, Karin Dembrower, Dimitra Ntoula, Athanasios Zouzos, Fredrik Strand, Kevin Smith:
CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer. NeurIPS Datasets and Benchmarks 2021 - 2020
- [c16]Federico Baldassarre, Kevin Smith, Josephine Sullivan, Hossein Azizpour:
Explanation-Based Weakly-Supervised Learning of Visual Relations with Graph Networks. ECCV (28) 2020: 612-630 - [c15]Christos Matsoukas, Albert Bou I Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith:
Adding seemingly uninformative labels helps in low data regimes. ICML 2020: 6775-6784 - [c14]Yue Liu, Hossein Azizpour, Fredrik Strand, Kevin Smith:
Decoupling Inherent Risk and Early Cancer Signs in Image-Based Breast Cancer Risk Models. MICCAI (6) 2020: 230-240 - 2019
- [c13]Emir Konuk, Kevin Smith:
An Empirical Study of the Relation Between Network Architecture and Complexity. ICCV Workshops 2019: 4597-4599 - 2018
- [c12]Mattias Teye, Hossein Azizpour, Kevin Smith:
Bayesian Uncertainty Estimation for Batch Normalized Deep Networks. ICML 2018: 4914-4923 - 2017
- [c11]Stefan Carlsson, Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Kevin Smith:
The Preimage of Rectifier Network Activities. ICLR (Workshop) 2017 - 2012
- [c10]Aurélien Lucchi, Yunpeng Li, Kevin Smith, Pascal Fua:
Structured Image Segmentation Using Kernelized Features. ECCV (2) 2012: 400-413 - 2011
- [c9]Aurélien Lucchi, Yunpeng Li, Xavier Boix Bosch, Kevin Smith, Pascal Fua:
Are spatial and global constraints really necessary for segmentation? ICCV 2011: 9-16 - 2010
- [c8]Aurélien Lucchi, Kevin Smith, Radhakrishna Achanta, Vincent Lepetit, Pascal Fua:
A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images. MICCAI (2) 2010: 463-471 - 2006
- [c7]Kevin Smith, Sascha Schreiber, Igor Potucek, Vítezslav Beran, Gerhard Rigoll, Daniel Gatica-Perez:
2D Multi-person Tracking: A Comparative Study in AMI Meetings. CLEAR 2006: 331-344 - [c6]Kevin Smith, Sileye O. Ba, Daniel Gatica-Perez, Jean-Marc Odobez:
Tracking the multi person wandering visual focus of attention. ICMI 2006: 265-272 - [c5]Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík:
Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI 2006: 24-35 - [c4]Kevin Smith, Sascha Schreiber, Igor Potucek, Vítezslav Beran, Gerhard Rigoll, Daniel Gatica-Perez:
Multi-person Tracking in Meetings: A Comparative Study. MLMI 2006: 88-101 - 2005
- [c3]Kevin Smith, Daniel Gatica-Perez, Jean-Marc Odobez, Sileye O. Ba:
Evaluating Multi-Object Tracking. CVPR Workshops 2005: 36 - [c2]Kevin Smith, Daniel Gatica-Perez, Jean-Marc Odobez:
Using Particles to Track Varying Numbers of Interacting People. CVPR (1) 2005: 962-969 - 2004
- [c1]Kevin Smith, Daniel Gatica-Perez:
Order Matters: A Distributed Sampling Method for Multi-Object Tracking. BMVC 2004: 1-10
Informal and Other Publications
- 2023
- [i13]Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith:
Pretrained ViTs Yield Versatile Representations For Medical Images. CoRR abs/2303.07034 (2023) - [i12]Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith:
Are Natural Domain Foundation Models Useful for Medical Image Classification? CoRR abs/2310.19522 (2023) - [i11]Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Kevin Smith:
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation. CoRR abs/2311.12623 (2023) - 2022
- [i10]Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Yifang Ban, Hamidreza Eivazi, H. Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, Kevin Smith, F. Fuso Nerini, Ricardo Vinuesa:
The potential of artificial intelligence for achieving healthy and sustainable societies. CoRR abs/2202.07424 (2022) - [i9]Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith:
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors. CoRR abs/2203.01825 (2022) - [i8]Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith:
PatchDropout: Economizing Vision Transformers Using Patch Dropout. CoRR abs/2208.07220 (2022) - [i7]Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius, Erik Müllers, Kevin Smith:
Metadata-guided Consistency Learning for High Content Images. CoRR abs/2212.11595 (2022) - 2021
- [i6]Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith:
Is it Time to Replace CNNs with Transformers for Medical Images? CoRR abs/2108.09038 (2021) - [i5]Moein Sorkhei, Yue Liu, Hossein Azizpour, Edward Azavedo, Karin Dembrower, Dimitra Ntoula, Athanasios Zouzos, Fredrik Strand, Kevin Smith:
CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer. CoRR abs/2112.01330 (2021) - 2020
- [i4]Federico Baldassarre, Kevin Smith, Josephine Sullivan, Hossein Azizpour:
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks. CoRR abs/2006.09562 (2020) - [i3]Yue Liu, Hossein Azizpour, Fredrik Strand, Kevin Smith:
Decoupling Inherent Risk and Early Cancer Signs in Image-based Breast Cancer Risk Models. CoRR abs/2007.05791 (2020) - [i2]Christos Matsoukas, Albert Bou I Hernandez, Yue Liu, Karin Dembrower, Gisele Miranda, Emir Konuk, Johan Fredin Haslum, Athanasios Zouzos, Peter Lindholm, Fredrik Strand, Kevin Smith:
Adding Seemingly Uninformative Labels Helps in Low Data Regimes. CoRR abs/2008.00807 (2020) - 2019
- [i1]Emir Konuk, Kevin Smith:
An empirical study of the relation between network architecture and complexity. CoRR abs/1911.04120 (2019)
Coauthor Index
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