Benjamin Cowen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Alternating Optimization

Sparse Representation

Discriminative Dictionary

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Geoff Goehle, Benjamin Cowen
Joint Sparse Coding and Frame Optimization. IEEE Signal Process. Lett. 31 (2024)
J. Daniel Park, Geoff Goehle, Benjamin Cowen, Thomas E. Blanford, Daniel C. Brown
Assessing the Utility of Multiple Representations for Object Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Gregory D. Vetaw, Benjamin Cowen, Daniel C. Brown, David Williams, Suren Jayasuriya
Learning-Based Tone Mapping to Improve 3D SAS ATR. IGARSS (2023)
Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel, Ronny Luss, Mattia Rigotti, Irina Rish, Paolo Diachille, Viatcheslav Gurev, Brian Kingsbury, Ravi Tejwani, Djallel Bouneffouf
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables. ICML (2019)
Benjamin Cowen, Apoorva Nandini Saridena, Anna Choromanska
LSALSA: accelerated source separation via learned sparse coding. Mach. Learn. 108 (8-9) (2019)
Benjamin Cowen, Apoorva Nandini Saridena, Anna Choromanska
LSALSA: efficient sparse coding in single and multiple dictionary settings. CoRR (2018)
Shibin Wang, Xuefeng Chen, Weiwei Dai, Ivan W. Selesnick, Gaigai Cai, Benjamin Cowen
Vector minimax concave penalty for sparse representation. Digit. Signal Process. 83 (2018)