Computer Vision and Pattern Recognition · Computer Science
Select, Attend, and Transfer: Light, Learnable Skip Connections
Saeid Asgari Taghanaki, Aicha Bentaieb, Anmol Sharma, S. Kevin Zhou +7
2018-05-04
Computer Vision and Pattern Recognition · Computer Science
Deeply Coupled Auto-encoder Networks for Cross-view Classification
Wen Wang, Zhen Cui, Hong Chang, Shiguang Shan +1
2014-02-11
Machine Learning · Computer Science
On skip connections and normalisation layers in deep optimisation
Lachlan Ewen MacDonald, Jack Valmadre, Hemanth Saratchandran, Simon Lucey
2023-12-05
Machine Learning · Computer Science
Rethinking Skip Connection with Layer Normalization in Transformers and ResNets
Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun +1
2021-05-18
Machine Learning · Statistics
Deep Layer-wise Networks Have Closed-Form Weights
Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer Dy
2022-02-10
Machine Learning · Statistics
Deep Layer-wise Networks Have Closed-Form Weights
Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer Dy
2022-02-09
Computer Vision and Pattern Recognition · Computer Science
UPANets: Learning from the Universal Pixel Attention Networks
Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng, Shengzhong Mao +4
2022-09-21
Machine Learning · Computer Science
A Neural ODE Interpretation of Transformer Layers
Yaofeng Desmond Zhong, Tongtao Zhang, Amit Chakraborty, Biswadip Dey
2022-12-13
Machine Learning · Computer Science
DNNs as Layers of Cooperating Classifiers
Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard
2020-01-20
Machine Learning · Computer Science
Layer-Wise Interpretation of Deep Neural Networks Using Identity Initialization
Shohei Kubota, Hideaki Hayashi, Tomohiro Hayase, Seiichi Uchida
2021-03-01
Machine Learning · Computer Science
From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design
Ruiyuan Lin, Zhiruo Zhou, Suya You, Raghuveer Rao +1
2020-09-10
Machine Learning · Computer Science
From Deep to Shallow: Transformations of Deep Rectifier Networks
Senjian An, Farid Boussaid, Mohammed Bennamoun, Jiankun Hu
2017-03-31