Dataset Open Access
Training CNNs with Low-Rank Filters for Efficient Image Classification: Trained Models
Ioannou, Yani
Models from experiments referenced in the paper "Training CNNs with Low-Rank Filters for Efficient Image Classification", https://arxiv.org/abs/1511.06744
Model names differ from those in the paper, but the csv files for each set of experiments relates the paper's name for the model and the real name of the model here:
- cifarma.csv: Network-in-Network CIFAR10 Models
- mitma.csv: MIT Places Models
- googlenetma.csv: GoogLeNet ILSVRC2012 Models
- vggma.csv: VGG-11 ILSVRC2012 Models
Files
(1.8 GB)
| Name | Size | |
|---|---|---|
|
cifarma.csv
md5:6fd186ebfe1a42dbd9b915059e69dcf3 |
268 Bytes | Download |
|
googlenetma.csv
md5:af40431b50fb40004320e2efcee40a24 |
269 Bytes | Download |
|
mitma.csv
md5:bf239b522aabb74f4b258aa771e6d650 |
378 Bytes | Download |
|
msrc-googlenet-sf-conv1sf.tar.gz
md5:063da3c37756f8d6dbd59f8f3a21ff80 |
125.5 MB | Download |
|
msrc-googlenet-sf.tar.gz
md5:869893b6c61edd60e7cbd3c490baa44b |
126.2 MB | Download |
|
msrc-vgg-11-ns-inv-sf-all-conv5-512-32.tar.gz
md5:113fdee8ec9aa387f2571c54959ffdd3 |
99.0 MB | Download |
|
msrc-vgg-11-ns-inv-sf-conv5-512-lde-conv1-3-stride2.tar.gz
md5:c53936412c5d1e114be2c1a1a216d87d |
198.9 MB | Download |
|
msrc-vgg-11-ns-inv-sf-full-latelr.tar.gz
md5:74d2fab3e294f5dfca524a758fbd9372 |
234.8 MB | Download |
|
msrc-vgg-11-ns-inv-sf-full-ninjoinlayer-conv5-512.tar.gz
md5:e976ff31072ba0609dd3282b9472f566 |
204.6 MB | Download |
|
msrc-vgg-11-ns-inv-sf-ninjoinlayer-fixed.tar.gz
md5:d5a5bcd48705d6ab21866e979b1b2dac |
277.8 MB | Download |
|
msrc-vgg-11-ns-latelr2.tar.gz
md5:52cc0ac04cba071cd0c03260c580dd9c |
274.5 MB | Download |
|
msrc-vgg-11-seqsf-gmp.tar.gz
md5:600c86bca2daf186aff0deab78037467 |
222.1 MB | Download |
|
nin_cifar10_mirror_crop.tar.gz
md5:afd265b863da0ebe332c270428d31d4b |
7.5 MB | Download |
|
nin_cifar10_mirror_crop_conv1_3_conv2_2x3.tar.gz
md5:0b288881b8c147631098740cae7336c4 |
3.0 MB | Download |
|
nin_cifar10_mirror_crop_sf_conv1_3_conv2_2x3.tar.gz
md5:db029668753d88072adf24fdb2874064 |
3.4 MB | Download |
|
vggma.csv
md5:faa212ad18fa71844e35f52164397031 |
762 Bytes | Download |
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views
downloads
| All versions | This version | |
|---|---|---|
| Views | 35 | 35 |
| Downloads | 1 | 1 |
| Data volume | 762 Bytes | 762 Bytes |
| Unique views | 35 | 35 |
| Unique downloads | 1 | 1 |
Indexed in
- Publication date:
- May 27, 2016
- DOI:
-
- Keyword(s):
- Deep Learning Machine Learning Computer Vision ILSVRC Low-Rank Neural Networks Convolutional Neural Networks
- Meeting:
- International Conference on Learning Representations (ICLR), San Juan, Puerto Rico, May 2 - 4th, 2016
- Related identifiers:
- Supplement to:
arXiv:1511.06744 - License (for files):
- Creative Commons Attribution-NonCommercial 4.0