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- research-articleFebruary 2024
RepDehazeNet: Dual subnets image dehazing network based on structural re-parameterization
Computers and Graphics (CGRS), Volume 118, Issue CPages 71–79https://doi.org/10.1016/j.cag.2023.12.001AbstractIn recent times, there has been notable and swift advancement in the field of image dehazing. Several deep learning techniques have demonstrated remarkable proficiency in resolving homogeneous dehazing issues. Nonetheless, the current dehazing ...
Graphical abstractDisplay Omitted
Highlights- Structural reparameterization dehazenet: outstanding performance, faster speed.
- Replacing Tanh with ReLU leads to better results.
- Transfer learning addresses the problem of insufficient samples.
- Dual subnets method proves ...
- ArticleMay 2014
SmartBricks: A Visual Environment to Design and Explore Novel Custom Domain-Specific Architectures
IPDPSW '14: Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium WorkshopsPages 161–169https://doi.org/10.1109/IPDPSW.2014.22Custom domain-specific architectures are very promising for creating designs that are highly optimized to the needs of a particular application domain. However, it is extremely difficult to find optimal tradeoffs in designing a new architecture, or even ...
- research-articleOctober 2013
UNTANGLED: A Game Environment for Discovery of Creative Mapping Strategies
- Gayatri Mehta,
- Carson Crawford,
- Xiaozhong Luo,
- Natalie Parde,
- Krunalkumar Patel,
- Brandon Rodgers,
- Anil Kumar Sistla,
- Anil Yadav,
- Marc Reisner
ACM Transactions on Reconfigurable Technology and Systems (TRETS), Volume 6, Issue 3Article No.: 13, Pages 1–26https://doi.org/10.1145/2517325The problem of creating efficient mappings of dataflow graphs onto specific architectures (i.e., solving the place and route problem) is incredibly challenging. The difficulty is especially acute in the area of Coarse-Grained Reconfigurable ...