Dynamic Capacity Networks

Dynamic Capacity Networks

24 November 2015

Amjad Almahairi

Hugo Larochelle

Aaron Courville

Papers citing "Dynamic Capacity Networks"

12 / 12 papers shown

Title
Low-Rank Interconnected Adaptation Across Layers Yibo Zhong Yao Zhou OffRL MoE 48 1 0 13 Jul 2024
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 54 8 0 15 Dec 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 34 9 0 24 Nov 2022
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 24 22 0 16 Aug 2019
StampNet: unsupervised multi-class object discovery Joost Visser Alessandro Corbetta Vlado Menkovski F. Toschi ObjD 16 4 0 07 Feb 2019
Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao Yiren Zhao L. Dudziak Robert D. Mullins Chengzhong Xu 33 311 0 12 Oct 2018
Universal Approximation with Quadratic Deep Networks Fenglei Fan Jinjun Xiong Ge Wang PINN 20 78 0 31 Jul 2018
Dynamic Zoom-in Network for Fast Object Detection in Large Images M. Gao Ruichi Yu Ang Li Vlad I. Morariu L. Davis ObjD 38 129 0 14 Nov 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 18 217 0 22 Aug 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 55 2,513 0 23 Jan 2017
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution Lanlan Liu Jia Deng 21 200 0 02 Jan 2017
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification Y. Lu Abhishek Kumar Shuangfei Zhai Yu Cheng T. Javidi Rogerio Feris 3DH 21 384 0 16 Nov 2016