Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 26,555 papers shown

Title
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 44 672 0 02 Jun 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 13 117 0 01 Jun 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 37 1,639 0 01 Jun 2017
Discriminative k-shot learning using probabilistic models Matthias Bauer Mateo Rojas-Carulla J. Swiatkowski Bernhard Schölkopf Richard Turner VLM 20 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 27 156 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 27 551 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 30 116 0 30 May 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 36 549 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
Emergent Communication in a Multi-Modal, Multi-Step Referential Game Katrina Evtimova Andrew Drozdov Douwe Kiela Kyunghyun Cho 25 31 0 29 May 2017
Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking Di Kang Zheng Ma Antoni B. Chan 23 175 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 41 188 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 39 824 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 14 111 0 27 May 2017
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge Kingsley Kuan Mathieu Ravaut Gaurav Manek Huiling Chen Jie Lin Babar Nazir Cen Chen T. C. Howe Zengfeng Zeng V. Chandrasekhar MedIm 23 87 0 26 May 2017
Unsupervised Feature Learning for Writer Identification and Writer Retrieval Vincent Christlein Martin Gropp Stefan Fiel Andreas Maier SSL 24 86 0 25 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 46 816 0 25 May 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 13 1,198 0 25 May 2017
Doubly Stochastic Variational Inference for Deep Gaussian Processes Hugh Salimbeni M. Deisenroth BDL GP 48 415 0 24 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 44 795 0 24 May 2017
Deep Rotation Equivariant Network Junying Li Zichen Yang Haifeng Liu Deng Cai 26 59 0 24 May 2017
Selective Classification for Deep Neural Networks Yonatan Geifman Ran El-Yaniv CVBM 26 506 0 23 May 2017
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation Matthias Hein Maksym Andriushchenko AAML 45 505 0 23 May 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 27 1,018 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
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures Adrià Casamitjana Santi Puch Asier Aduriz Verónica Vilaplana 3DV 21 45 0 23 May 2017
Latent Multi-task Architecture Learning Sebastian Ruder Joachim Bingel Isabelle Augenstein Anders Søgaard CVBM 27 171 0 23 May 2017
Diminishing Batch Normalization Yintai Ma Diego Klabjan 33 15 0 22 May 2017
Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks Behzad Hassani Mohammad H. Mahoor CVBM 32 24 0 22 May 2017
Regularizing deep networks using efficient layerwise adversarial training S. Sankaranarayanan Arpit Jain Rama Chellappa Ser Nam Lim AAML 30 96 0 22 May 2017
Shake-Shake regularization Xavier Gastaldi 3DPC BDL OOD 27 380 0 21 May 2017
The Do's and Don'ts for CNN-based Face Verification Ankan Bansal Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 27 96 0 21 May 2017
Forward Thinking: Building Deep Random Forests Kevin Miller Chris Hettinger J. Humpherys Tyler J. Jarvis David Kartchner AI4CE 6 41 0 20 May 2017
Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods Nicholas Carlini D. Wagner AAML 61 1,842 0 20 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense Sailik Sengupta Tathagata Chakraborti S. Kambhampati AAML 20 63 0 19 May 2017
Ensemble Adversarial Training: Attacks and Defenses Florian Tramèr Alexey Kurakin Nicolas Papernot Ian Goodfellow Dan Boneh Patrick McDaniel AAML 65 2,699 0 19 May 2017
Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation Lei Cai Hongyang Gao Shuiwang Ji 28 68 0 19 May 2017
Espresso: Efficient Forward Propagation for BCNNs Fabrizio Pedersoli George Tzanetakis Andrea Tagliasacchi MQ 15 13 0 19 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 87 3,074 0 19 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 68 3,757 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 67 578 0 18 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 48 1,352 0 18 May 2017
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects Daniel Gordon Ali Farhadi Dieter Fox VOT 21 48 0 17 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
The power of deeper networks for expressing natural functions David Rolnick Max Tegmark 36 174 0 16 May 2017