Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 27,615 papers shown

Title
Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods Xiaojie Jin Xiao-Tong Yuan Jiashi Feng Shuicheng Yan 16 78 0 19 Jul 2016
Deep learning trends for focal brain pathology segmentation in MRI Mohammad Havaei N. Guizard Hugo Larochelle Pierre-Marc Jodoin OOD 22 83 0 18 Jul 2016
Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay Ionel-Alexandru Hosu Traian Rebedea 29 97 0 18 Jul 2016
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 95 456 0 16 Jul 2016
DSD: Dense-Sparse-Dense Training for Deep Neural Networks Song Han Jeff Pool Sharan Narang Huizi Mao Enhao Gong ... Peter Vajda Manohar Paluri J. Tran Bryan Catanzaro W. Dally CVBM 27 83 0 15 Jul 2016
Application of Convolutional Neural Network for Image Classification on Pascal VOC Challenge 2012 dataset Suyash Shetty 166 33 0 13 Jul 2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 58 530 0 13 Jul 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 24 413 0 12 Jul 2016
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 34 74 0 12 Jul 2016
Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation Yoonchang Han Kyogu Lee 43 48 0 08 Jul 2016
Zero-Shot Visual Recognition via Bidirectional Latent Embedding Qian Wang Ke Chen BDL 27 164 0 07 Jul 2016
VideoLSTM Convolves, Attends and Flows for Action Recognition Zhenyang Li E. Gavves Mihir Jain Cees G. M. Snoek 50 463 0 06 Jul 2016
AdaNet: Adaptive Structural Learning of Artificial Neural Networks Corinna Cortes X. Gonzalvo Vitaly Kuznetsov M. Mohri Scott Yang 29 283 0 05 Jul 2016
Group Sparse Regularization for Deep Neural Networks Simone Scardapane Danilo Comminiello Amir Hussain A. Uncini 27 462 0 02 Jul 2016
Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography G. Carneiro Luke Oakden-Rayner A. Bradley Jacinto C. Nascimento L. Palmer 22 27 0 01 Jul 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 35 396 0 29 Jun 2016
Supervised learning based on temporal coding in spiking neural networks Hesham Mostafa 31 350 0 27 Jun 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 26 732 0 27 Jun 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles Stefan Lee Senthil Purushwalkam Michael Cogswell Viresh Ranjan David J. Crandall Dhruv Batra BDL UQCV OOD 33 176 0 24 Jun 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 107 3,612 0 24 Jun 2016
Captioning Images with Diverse Objects Subhashini Venugopalan Lisa Anne Hendricks Marcus Rohrbach Raymond J. Mooney Trevor Darrell Kate Saenko VLM 27 178 0 24 Jun 2016
Hybrid Recommender System based on Autoencoders Florian Strub Romaric Gaudel Jérémie Mary 38 219 0 24 Jun 2016
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions F. Carrara Andrea Esuli T. Fagni Fabrizio Falchi Alejandro Moreo DiffM 24 31 0 23 Jun 2016
Identifying individual facial expressions by deconstructing a neural network F. Arbabzadah G. Montavon K. Müller Wojciech Samek CVBM FAtt 30 31 0 23 Jun 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Wenjie Qu Yoshua Bengio Ruslan Salakhutdinov 34 154 0 21 Jun 2016
DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification Linjie Xing Yu Qiao 44 102 0 21 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 31 23 0 16 Jun 2016
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 55 1,798 0 15 Jun 2016
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 111 3,178 0 15 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 135 8,558 0 15 Jun 2016
Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs Stefan Hadjis Ce Zhang Ioannis Mitliagkas Dan Iter Christopher Ré 20 65 0 14 Jun 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 24 79 0 14 Jun 2016
Inverting face embeddings with convolutional neural networks A. Zhmoginov Mark Sandler 3DH CVBM 17 67 0 14 Jun 2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Abhishek Das Harsh Agrawal C. L. Zitnick Devi Parikh Dhruv Batra 32 465 0 11 Jun 2016
Convolutional Sketch Inversion Yağmur Güçlütürk Umut Güçlü R. Lier Marcel van Gerven CVBM 21 65 0 09 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016
Neural Machine Translation with External Phrase Memory Yaohua Tang Fandong Meng Zhengdong Lu Hang Li Philip L. H. Yu NAI 31 51 0 06 Jun 2016
Very Deep Convolutional Networks for Text Classification Alexis Conneau Holger Schwenk Loïc Barrault Yann LeCun AI4CE 29 320 0 06 Jun 2016
Shallow Networks for High-Accuracy Road Object-Detection Khalid Ashraf Bichen Wu F. Iandola Matthew W. Moskewicz Kurt Keutzer ObjD 32 53 0 05 Jun 2016
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations David M. Krueger Tegan Maharaj János Kramár Mohammad Pezeshki Nicolas Ballas Nan Rosemary Ke Anirudh Goyal Yoshua Bengio Aaron Courville C. Pal 21 317 0 03 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 92 18,058 0 02 Jun 2016
Face Detection with End-to-End Integration of a ConvNet and a 3D Model Yunzhu Li Benyuan Sun Tianfu Wu Yizhou Wang CVBM 3DH 27 129 0 02 Jun 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 18 1,819 0 01 Jun 2016
Automatic tagging using deep convolutional neural networks Keunwoo Choi Gyorgy Fazekas Mark Sandler 24 328 0 01 Jun 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 59 1,600 0 31 May 2016
A Neural Autoregressive Approach to Collaborative Filtering Yin Zheng Bangsheng Tang Wenkui Ding Hanning Zhou BDL 21 223 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 41 199 0 30 May 2016
The Latin American Giant Observatory: a successful collaboration in Latin America based on Cosmic Rays and computer science domains Hernán Asorey R. Mayo-García L. Núñez M. Pascual A. J. Rubio-Montero M. Suárez-Durán L. A. Torres-Niño 31 5 0 30 May 2016