Maxout Networks

18 February 2013

Aaron Courville

Papers citing "Maxout Networks"

50 / 810 papers shown

Title
Adaptive Normalized Risk-Averting Training For Deep Neural Networks Zhiguang Wang Tim Oates J. Lo 28 6 0 08 Jun 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks Behnam Neyshabur Ruslan Salakhutdinov Nathan Srebro ODL 21 305 0 08 Jun 2015
Classify Images with Conceptor Network Yuhuang Hu S. Advanced C. K. Loo 19 5 0 02 Jun 2015
Blocks and Fuel: Frameworks for deep learning B. V. Merrienboer Dzmitry Bahdanau Vincent Dumoulin Dmitriy Serdyuk David Warde-Farley J. Chorowski Yoshua Bengio MoE 20 188 0 01 Jun 2015
The IBM 2015 English Conversational Telephone Speech Recognition System G. Saon H. Kuo Steven J. Rennie M. Picheny 18 129 0 21 May 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 16 4,097 0 21 May 2015
Why Regularized Auto-Encoders learn Sparse Representation? Devansh Arpit Yingbo Zhou H. Ngo V. Govindaraju 35 68 0 21 May 2015
Improved Microaneurysm Detection using Deep Neural Networks Mrinal Haloi MedIm 18 133 0 17 May 2015
Neural Network with Unbounded Activation Functions is Universal Approximator Sho Sonoda Noboru Murata 19 334 0 14 May 2015
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 22 2,862 0 13 May 2015
APAC: Augmented PAttern Classification with Neural Networks Ikuro Sato Hiroki Nishimura Kensuke Yokoi 32 137 0 13 May 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 39 3,192 0 05 May 2015
ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks Francesco Visin Kyle Kastner Kyunghyun Cho Matteo Matteucci Aaron Courville Yoshua Bengio SSeg 16 271 0 03 May 2015
Max-margin Deep Generative Models Chongxuan Li Jun Zhu Tianlin Shi Bo Zhang AI4CE 23 32 0 26 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 27 407 0 23 Apr 2015
Unsupervised Feature Learning from Temporal Data Ross Goroshin Joan Bruna Jonathan Tompson David Eigen Yann LeCun 30 35 0 09 Apr 2015
A Probabilistic Theory of Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL OOD UQCV 30 88 0 02 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 99 13,012 0 12 Mar 2015
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 33 560 0 11 Mar 2015
Deep Clustered Convolutional Kernels Minyoung Kim Luca Rigazio 28 18 0 06 Mar 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 16 71 0 05 Mar 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 20 16 0 23 Feb 2015
Spike Event Based Learning in Neural Networks James A. Henderson Tingting Gibson Janet Wiles 19 13 0 20 Feb 2015
Scalable Bayesian Optimization Using Deep Neural Networks Jasper Snoek Oren Rippel Kevin Swersky Ryan Kiros N. Satish N. Sundaram Md. Mostofa Ali Patwary P. Prabhat Ryan P. Adams BDL UQCV 38 1,032 0 19 Feb 2015
Invariant backpropagation: how to train a transformation-invariant neural network S. Demyanov James Bailey K. Ramamohanarao C. Leckie OOD AAML 32 8 0 16 Feb 2015
An exploration of parameter redundancy in deep networks with circulant projections Yu Cheng Felix X. Yu Rogerio Feris Sanjiv Kumar A. Choudhary Shih-Fu Chang 33 49 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 29 18,444 0 06 Feb 2015
Hyper-parameter optimization of Deep Convolutional Networks for object recognition S. Talathi 21 25 0 30 Jan 2015
Deep Autoencoders for Dimensionality Reduction of High-Content Screening Data L. Zamparo Zhaolei Zhang 27 19 0 07 Jan 2015
ModDrop: adaptive multi-modal gesture recognition Natalia Neverova Christian Wolf Graham W. Taylor Florian Nebout 34 292 0 31 Dec 2014
Disjunctive Normal Networks Mehdi S. M. Sajjadi Mojtaba Seyedhosseini Tolga Tasdizen 27 5 0 30 Dec 2014
ADASECANT: Robust Adaptive Secant Method for Stochastic Gradient Çağlar Gülçehre Marcin Moczulski Yoshua Bengio ODL 23 20 0 23 Dec 2014
Unsupervised Feature Learning with C-SVDDNet D. Wang Xiaoyang Tan 3DPC 31 29 0 23 Dec 2014
Training deep neural networks with low precision multiplications Matthieu Courbariaux Yoshua Bengio J. David MQ 22 50 0 22 Dec 2014
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 39 472 0 21 Dec 2014
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 27 4,640 0 21 Dec 2014
Neural Network Regularization via Robust Weight Factorization Jan Rudy Weiguang Ding Daniel Jiwoong Im Graham W. Taylor OOD 38 6 0 20 Dec 2014
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 32 1,982 0 20 Dec 2014
Discovering Hidden Factors of Variation in Deep Networks Brian Cheung J. Livezey Arjun K. Bansal Bruno A. Olshausen DRL 30 193 0 20 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 27 18,764 0 20 Dec 2014
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 58 3,841 0 19 Dec 2014
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 29 517 0 19 Dec 2014
Unsupervised Learning of Spatiotemporally Coherent Metrics Ross Goroshin Joan Bruna Jonathan Tompson David Eigen Yann LeCun DRL 27 156 0 18 Dec 2014
Flattened Convolutional Neural Networks for Feedforward Acceleration Jonghoon Jin Aysegül Dündar Eugenio Culurciello 17 245 0 17 Dec 2014
Object Recognition Using Deep Neural Networks: A Survey S. Goyal Paul Benjamin ObjD 28 32 0 10 Dec 2014
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results J. Chorowski Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio 44 468 0 04 Dec 2014
Material Recognition in the Wild with the Materials in Context Database Sean Bell P. Upchurch Noah Snavely Kavita Bala 29 518 0 01 Dec 2014
Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection George Papandreou Iasonas Kokkinos Pierre-André Savalle 27 47 0 30 Nov 2014
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014
Scale-Invariant Convolutional Neural Networks Yichong Xu Tianjun Xiao Jiaxing Zhang Kuiyuan Yang Zheng-Wei Zhang 59 138 0 24 Nov 2014