Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 38,261 papers shown

Title
No bad local minima: Data independent training error guarantees for multilayer neural networks Daniel Soudry Y. Carmon 214 236 0 26 May 2016
Theano-MPI: a Theano-based Distributed Training Framework He Ma Fei Mao Graham W. Taylor GNN 62 49 0 26 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 88 309 0 26 May 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 55 2 0 26 May 2016
Discovering Causal Signals in Images David Lopez-Paz Robert Nishihara Soumith Chintala Bernhard Schölkopf Léon Bottou CML 60 226 0 26 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 109 177 0 26 May 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 279 3,730 0 26 May 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 144 936 0 25 May 2016
Deeply-Fused Nets Jingdong Wang Zhen Wei Ting Zhang Wenjun Zeng FedML 194 98 0 25 May 2016
Convolutional Random Walk Networks for Semantic Image Segmentation Gedas Bertasius Lorenzo Torresani Stella X. Yu Jianbo Shi SSeg 95 132 0 24 May 2016
An Analysis of Deep Neural Network Models for Practical Applications A. Canziani Adam Paszke Eugenio Culurciello 124 1,170 0 24 May 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 173 941 0 24 May 2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures Laura Deming S. Targ Nate Sauder Diogo Almeida Chun Jimmie Ye GNN 50 14 0 23 May 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 403 8,013 0 23 May 2016
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 98 553 0 23 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 157 162 0 23 May 2016
Inductive Bias of Deep Convolutional Networks through Pooling Geometry Nadav Cohen Amnon Shashua 93 134 0 22 May 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 107 2,467 0 21 May 2016
Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Andrew Ioannou D. Robertson R. Cipolla A. Criminisi 111 266 0 20 May 2016
Swapout: Learning an ensemble of deep architectures Saurabh Singh Derek Hoiem David A. Forsyth BDL 3DPC OOD UQCV 71 150 0 20 May 2016
Residual Networks Behave Like Ensembles of Relatively Shallow Networks Andreas Veit Michael J. Wilber Serge J. Belongie UQCV 91 107 0 20 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 213 5,655 0 20 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 90 127 0 20 May 2016
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks Julien Mairal SSL 79 131 0 20 May 2016
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition Xiao-Chang Liu Jiang Wang Shilei Wen Errui Ding Yuanqing Lin 59 78 0 20 May 2016
HARRISON: A Benchmark on HAshtag Recommendation for Real-world Images in Social Networks Minseok Park Hanxiang Li Junmo Kim 3DV VLM 20 26 0 17 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 99 616 0 16 May 2016
Ternary Weight Networks Fengfu Li Bin Liu Xiaoxing Wang Bo Zhang Junchi Yan MQ 99 527 0 16 May 2016
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels H. G. Chen Suren Jayasuriya Jiyue Yang J. Stephen S. Sivaramakrishnan Ashok Veeraraghavan A. Molnar 96 66 0 11 May 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 66 10 0 11 May 2016
Deep Neural Networks Under Stress Micael Carvalho Matthieu Cord Sandra Avila Nicolas Thome Eduardo Valle 59 14 0 11 May 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 116 1,111 0 10 May 2016
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Mateusz Malinowski Marcus Rohrbach Mario Fritz 106 101 0 09 May 2016
Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks Yuanzhouhan Cao Zifeng Wu Chunhua Shen MDE 134 407 0 08 May 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 74 49 0 08 May 2016
All Weather Perception: Joint Data Association, Tracking, and Classification for Autonomous Ground Vehicles P. Radecki M. Campbell Kevin Blackburn-Matzen 51 32 0 07 May 2016
Adversarial Diversity and Hard Positive Generation Andras Rozsa Ethan M. Rudd Terrance E. Boult 112 257 0 05 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 86 167 0 05 May 2016
Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification Shayegan Omidshafiei B. Lopez Jonathan P. How J. Vian 60 13 0 03 May 2016
Compression Artifacts Removal Using Convolutional Neural Networks P. Svoboda Michal Hradiš David Barina P. Zemčík 81 144 0 02 May 2016
Higher Order Recurrent Neural Networks Rohollah Soltani Hui Jiang 67 59 0 30 Apr 2016
Deep Convolutional Neural Networks on Cartoon Functions Philipp Grohs Thomas Wiatowski Helmut Bölcskei 67 25 0 29 Apr 2016
Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution Wenhan Yang Jiashi Feng Jianchao Yang F. Zhao Jiaying Liu Zongming Guo Shuicheng Yan SupR 72 201 0 29 Apr 2016
Towards Better Analysis of Deep Convolutional Neural Networks Mengchen Liu Jiaxin Shi Zerui Li Chongxuan Li Jun Zhu Shixia Liu HAI 127 477 0 24 Apr 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 141 1,176 0 21 Apr 2016
Network of Experts for Large-Scale Image Categorization Karim Ahmed M. H. Baig Lorenzo Torresani 99 126 0 20 Apr 2016
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image Tagging Jiren Jin Hideki Nakayama 3DV VLM 109 69 0 18 Apr 2016
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Xiu-Shen Wei Jian-Hao Luo Jianxin Wu Zhi Zhou 85 409 0 18 Apr 2016
Deep Aesthetic Quality Assessment with Semantic Information Yueying Kao Ran He Kaiqi Huang 78 157 0 18 Apr 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 86 130 0 15 Apr 2016