Dr. Jens Hocke
Deep Learning Researcher
FUSE-AI UG
Großer Burstah 46-48
20457 Hamburg
Email: | info(at)fuse-ai.de |
Phone: | +49/40/450318-0 |
Fax: | +49/40/450318-18 |
Publikationen
2015
Jens
Hocke, and
Thomas
Martinetz,
{L}earning {T}ransformation {I}nvariance from {G}lobal to {L}ocal, in Workshop New Challenges in Neural Computation 2015 , Barbara Hammer and Thomas Villmann, Eds. 2015. pp. 16--24.
{L}earning {T}ransformation {I}nvariance from {G}lobal to {L}ocal, in Workshop New Challenges in Neural Computation 2015 , Barbara Hammer and Thomas Villmann, Eds. 2015. pp. 16--24.
Datei: | HoMa15.pdf |
Bibtex: | @inproceedings{HoMa15, author= {Jens Hocke and Thomas Martinetz}, title = {{L}earning {T}ransformation {I}nvariance from {G}lobal to {L}ocal}, booktitle = {Workshop New Challenges in Neural Computation 2015}, editor = {Barbara Hammer and Thomas Villmann}, series={Machine Learning Reports}, volume = {03}, year = {2015}, pages = {16--24}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa15.pdf} } |
Jens
Hocke, and
Thomas
Martinetz,
Maximum {D}istance {M}inimization for {F}eature {W}eighting, Pattern Recognition Letters , vol. 52, pp. 48--52, 2015.
Maximum {D}istance {M}inimization for {F}eature {W}eighting, Pattern Recognition Letters , vol. 52, pp. 48--52, 2015.
Datei: | HoMa15a.pdf |
Bibtex: | @article{HoMa15a, author = {Hocke, Jens and Martinetz, Thomas}, title = {Maximum {D}istance {M}inimization for {F}eature {W}eighting}, journal = {Pattern Recognition Letters}, volume = {52}, pages = {48--52}, year = {2015}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa15a.pdf} } |
2014
Jens
Hocke, and
Thomas
Martinetz,
{L}earning {T}ransformation {I}nvariance for {O}bject {R}ecognition, in Workshop New Challenges in Neural Computation 2014 , Barbara Hammer and Thomas Villmann, Eds. 2014. pp. 20--25.
{L}earning {T}ransformation {I}nvariance for {O}bject {R}ecognition, in Workshop New Challenges in Neural Computation 2014 , Barbara Hammer and Thomas Villmann, Eds. 2014. pp. 20--25.
Datei: | HoMa14b.pdf |
Bibtex: | @inproceedings{HoMa14b, author= {Jens Hocke and Thomas Martinetz}, title = {{L}earning {T}ransformation {I}nvariance for {O}bject {R}ecognition}, booktitle = {Workshop New Challenges in Neural Computation 2014}, editor = {Barbara Hammer and Thomas Villmann}, series = {Machine Learning Reports}, volume = {02}, year = {2014}, pages = {20--25}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa14b.pdf} } |
Jens
Hocke, and
Thomas
Martinetz,
Global {M}etric {L}earning by {G}radient {D}escent, in Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings , Stefan Wermter and Cornelius Weber and Wlodzislaw Duch and Timo Honkela and Petia D. Koprinkova{-}Hristova and Sven Magg and G{ü}nther Palm and Alessandro E. P. Villa, Eds. Springer, 2014. pp. 129--135.
Global {M}etric {L}earning by {G}radient {D}escent, in Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings , Stefan Wermter and Cornelius Weber and Wlodzislaw Duch and Timo Honkela and Petia D. Koprinkova{-}Hristova and Sven Magg and G{ü}nther Palm and Alessandro E. P. Villa, Eds. Springer, 2014. pp. 129--135.
Datei: | HoMa14.pdf |
Bibtex: | @inproceedings{HoMa14, author = {Jens Hocke and Thomas Martinetz}, title = {Global {M}etric {L}earning by {G}radient {D}escent}, editor = {Stefan Wermter and Cornelius Weber and Wlodzislaw Duch and Timo Honkela and Petia D. Koprinkova{-}Hristova and Sven Magg and G{\"{u}}nther Palm and Alessandro E. P. Villa}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = {8681}, pages = {129--135}, year = {2014}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa14.pdf} } |
2013
Jens
Hocke, and
Thomas
Martinetz,
{A}pplication of {M}aximum {D}istance {M}inimization to {G}ene {E}xpression {D}ata, in Workshop New Challenges in Neural Computation 2013 , Barbara Hammer and Thomas Martinetz and Thomas Villmann, Eds. 2013. pp. 6--7.
{A}pplication of {M}aximum {D}istance {M}inimization to {G}ene {E}xpression {D}ata, in Workshop New Challenges in Neural Computation 2013 , Barbara Hammer and Thomas Martinetz and Thomas Villmann, Eds. 2013. pp. 6--7.
Datei: | HoMa13a.pdf |
Bibtex: | @inproceedings{HoMa13a, author={Hocke, Jens and Martinetz, Thomas}, title = {{A}pplication of {M}aximum {D}istance {M}inimization to {G}ene {E}xpression {D}ata}, booktitle = {Workshop New Challenges in Neural Computation 2013}, editor = {Barbara Hammer and Thomas Martinetz and Thomas Villmann}, series ={Machine Learning Reports}, volume = {02}, pages = {6--7}, year = {2013}, note = {Short Paper}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa13a.pdf} } |
Jens
Hocke, and
Thomas
Martinetz,
Feature {W}eighting by {M}aximum {D}istance {M}inimization, in Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings , Valeri Mladenov and Petia D. Koprinkova{-}Hristova and G{ü}nther Palm and Alessandro E. P. Villa and Bruno Appollini and Nikola Kasabov, Eds. Springer, 2013. pp. 420--425.
Feature {W}eighting by {M}aximum {D}istance {M}inimization, in Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings , Valeri Mladenov and Petia D. Koprinkova{-}Hristova and G{ü}nther Palm and Alessandro E. P. Villa and Bruno Appollini and Nikola Kasabov, Eds. Springer, 2013. pp. 420--425.
Datei: | HoMa13.pdf |
Bibtex: | @inproceedings{HoMa13, author = {Jens Hocke and Thomas Martinetz}, title = {Feature {W}eighting by {M}aximum {D}istance {M}inimization}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings}, editor = {Valeri Mladenov and Petia D. Koprinkova{-}Hristova and G{\"{u}}nther Palm and Alessandro E. P. Villa and Bruno Appollini and Nikola Kasabov}, pages = {420--425}, series = {Lecture Notes in Computer Science}, volume = {8131}, publisher = {Springer}, year = {2013}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa13.pdf} } |
2012
Jens
Hocke, and
Thomas
Martinetz,
{E}xperience in {T}raining ({D}eep) {M}ulti-{L}ayer {P}erceptrons to {C}lassify {D}igits, in Workshop New Challenges in Neural Computation 2012 , Barbara Hammer and Thomas Villmann, Eds. 2012. pp. 113--115.
{E}xperience in {T}raining ({D}eep) {M}ulti-{L}ayer {P}erceptrons to {C}lassify {D}igits, in Workshop New Challenges in Neural Computation 2012 , Barbara Hammer and Thomas Villmann, Eds. 2012. pp. 113--115.
Datei: | HoMa12.pdf |
Bibtex: | @inproceedings{HoMa12, author={Hocke, Jens and Martinetz, Thomas}, title = {{E}xperience in {T}raining ({D}eep) {M}ulti-{L}ayer {P}erceptrons to {C}lassify {D}igits}, booktitle = {Workshop New Challenges in Neural Computation 2012}, editor = {Barbara Hammer and Thomas Villmann}, series={Machine Learning Reports}, volume = {03}, year = {2012}, pages = {113--115}, note = {Short Paper}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa12.pdf} } |
Jens
Hocke,
Michael
Dorr, and
Erhardt
Barth,
A compressed sensing model of peripheral vision, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
A compressed sensing model of peripheral vision, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
Datei: | HoDoBa12.pdf |
Bibtex: | @inproceedings{HoDoBa12, author = {Jens Hocke and Michael Dorr and Erhardt Barth}, title = {A compressed sensing model of peripheral vision}, editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder}, booktitle = {Human Vision and Electronic Imaging XVII}, publisher = {Proceedings of SPIE}, volume = {8291}, year = {2012}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoDoBa12.pdf} } |
Jens
Hocke,
Erhardt
Barth, and
Thomas
Martinetz,
Application of non-linear transform coding to image processing, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
Application of non-linear transform coding to image processing, in Human Vision and Electronic Imaging XVII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder, Eds. Proceedings of SPIE, 2012.
Datei: | HoBaMa12.pdf |
Bibtex: | @inproceedings{HoBaMa12, author = {Jens Hocke and Erhardt Barth and Thomas Martinetz}, title = {Application of non-linear transform coding to image processing}, editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder}, booktitle = {Human Vision and Electronic Imaging XVII}, publisher = {Proceedings of SPIE}, volume = {8291}, year = {2012}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoBaMa12.pdf} } |
Jens
Hocke,
Kai
Labusch,
Erhardt
Barth, and
Thomas
Martinetz,
Sparse {C}oding and {S}elected {A}pplications, KI - K\"unstliche Intelligenz , vol. 26, no. 4, pp. 349--355, 2012. Springer Berlin / Heidelberg.
Sparse {C}oding and {S}elected {A}pplications, KI - K\"unstliche Intelligenz , vol. 26, no. 4, pp. 349--355, 2012. Springer Berlin / Heidelberg.
Datei: | HoLaBaMa12.pdf |
Bibtex: | @article{HoLaBaMa12, author = {Hocke, Jens and Labusch, Kai and Barth, Erhardt and Martinetz, Thomas}, title = {Sparse {C}oding and {S}elected {A}pplications}, publisher = {Springer Berlin / Heidelberg}, journal = {KI - K\"unstliche Intelligenz}, number = {4}, volume = {26}, pages = {349--355}, year = {2012}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoLaBaMa12.pdf} } |
2011
Jens
Hocke,
Thomas
Martinetz, and
Erhardt
Barth,
{I}mage {D}econvolution with {S}parse {P}riors, in Workshop New Challenges in Neural Computation 2011 , Barbara Hammer and Thomas Villmann, Eds. 2011. pp. 9.
{I}mage {D}econvolution with {S}parse {P}riors, in Workshop New Challenges in Neural Computation 2011 , Barbara Hammer and Thomas Villmann, Eds. 2011. pp. 9.