Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 21,772 papers shown

Title
Recurrent computations for visual pattern completion Hanlin Tang Martin Schrimpf William Lotter Charlotte Moerman Ana Paredes Josue Ortega Caro Walter Hardesty David D. Cox Gabriel Kreiman 23 211 0 07 Jun 2017
Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition Che-Wei Huang Shrikanth. S. Narayanan HAI 19 25 0 07 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 30 26 0 07 Jun 2017
Network Sketching: Exploiting Binary Structure in Deep CNNs Yiwen Guo Anbang Yao Hao Zhao Yurong Chen MQ 29 95 0 07 Jun 2017
Compression Fractures Detection on CT A. Bar Lior Wolf Orna Bergman Amitai Eyal Toledano E. Elnekave 16 67 0 06 Jun 2017
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps Alessandro Aimar Hesham Mostafa Enrico Calabrese A. Rios-Navarro Ricardo Tapiador-Morales ... Moritz B. Milde Federico Corradi A. Linares-Barranco Shih-Chii Liu T. Delbruck 80 242 0 05 Jun 2017
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification Rao Muhammad Anwer F. Khan Joost van de Weijer M. Molinier Jorma T. Laaksonen 30 242 0 05 Jun 2017
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks Gerda Bortsova Gijs van Tulder Florian Dubost Tingying Peng Nassir Navab A. van der Lugt D. Bos Marleen de Bruijne 23 15 0 04 Jun 2017
Brain Intelligence: Go Beyond Artificial Intelligence Huimin Lu Yujie Li Min Chen Hyoungseop Kim S. Serikawa 22 950 0 04 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 25 121 0 03 Jun 2017
Spectrum-based deep neural networks for fraud detection Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu GNN 16 37 0 03 Jun 2017
IDK Cascades: Fast Deep Learning by Learning not to Overthink Xin Wang Yujia Luo D. Crankshaw Alexey Tumanov Fisher Yu Joseph E. Gonzalez 25 107 0 03 Jun 2017
Hyperparameter Optimization: A Spectral Approach Elad Hazan Adam R. Klivans Yang Yuan 25 118 0 02 Jun 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric P. Xing DRL GAN 38 127 0 02 Jun 2017
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks T. T. Um Franz MJ Pfister Daniel C. Pichler Satoshi Endo Muriel Lang Sandra Hirche U. Fietzek Dana Kulić 33 671 0 02 Jun 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 11 117 0 01 Jun 2017
Discriminative k-shot learning using probabilistic models Matthias Bauer Mateo Rojas-Carulla J. Swiatkowski Bernhard Schölkopf Richard E. Turner VLM 18 71 0 01 Jun 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 17 266 0 31 May 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 22 156 0 31 May 2017
Accelerating Neural Architecture Search using Performance Prediction Bowen Baker O. Gupta Ramesh Raskar Nikhil Naik 15 30 0 30 May 2017
ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification Mark A Marsden Kevin McGuinness Suzanne Little Noel E. O'Connor 22 116 0 30 May 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 25 548 0 30 May 2017
Unsupervised Person Re-identification: Clustering and Fine-tuning Hehe Fan Liang Zheng Yi Yang SSL 18 488 0 30 May 2017
Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking Di Kang Zheng Ma Antoni B. Chan 18 175 0 29 May 2017
Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks M. Islam Md Abdul Aowal A. T. Minhaz Khalid Ashraf 33 188 0 27 May 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 24 824 0 27 May 2017
Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels Benjamin J. Meyer Ben Harwood Tom Drummond 21 8 0 27 May 2017
Deep Matching and Validation Network -- An End-to-End Solution to Constrained Image Splicing Localization and Detection Yue Wu Wael Abd-Almageed Premkumar Natarajan 14 110 0 27 May 2017
Unsupervised Feature Learning for Writer Identification and Writer Retrieval Vincent Christlein Martin Gropp Stefan Fiel Andreas K. Maier SSL 19 86 0 25 May 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 11 1,196 0 25 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 27 792 0 24 May 2017
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation Matthias Hein Maksym Andriushchenko AAML 31 505 0 23 May 2017
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues Talha Qaiser A. Mukherjee Chaitanya Reddy Pb Sai Dileep Munugoti Vamsi Tallam ... G. Bueno David R. J. Snead I. Ellis M. Ilyas Nasir M. Rajpoot 11 120 0 23 May 2017
Regularizing deep networks using efficient layerwise adversarial training S. Sankaranarayanan Arpit Jain Rama Chellappa Ser Nam Lim AAML 22 96 0 22 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 60 3,061 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 19 46 0 18 May 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 44 578 0 18 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 25 1,351 0 18 May 2017
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 24 105 0 17 May 2017
Unimodal probability distributions for deep ordinal classification Christopher Beckham C. Pal 11 74 0 15 May 2017
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification Wei Li Xiatian Zhu S. Gong 14 413 0 12 May 2017
Reducing Bias in Production Speech Models Eric Battenberg R. Child Adam Coates Christopher Fougner Yashesh Gaur ... Vinay Rao S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu 30 10 0 11 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 23 136 0 11 May 2017
A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising Dufan Wu Kyungsang Kim G. El Fakhri Quanzheng Li MedIm OOD 26 65 0 11 May 2017
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images B. Bejnordi G. Zuidhof M. Balkenhol M. Hermsen P. Bult Bram van Ginneken N. Karssemeijer G. Litjens Jeroen van der Laak 31 162 0 10 May 2017
Skin lesion detection based on an ensemble of deep convolutional neural network B. Harangi MedIm 16 268 0 09 May 2017
CHAM: action recognition using convolutional hierarchical attention model Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 27 8 0 09 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 17 3,263 0 08 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 14 802 0 08 May 2017