Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 38,246 papers shown

Title
Correlated and Individual Multi-Modal Deep Learning for RGB-D Object Recognition Ziyan Wang Jiwen Lu Ruogu Lin Jianjiang Feng Jie zhou 97 29 0 06 Apr 2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 68 55 0 06 Apr 2016
A Focused Dynamic Attention Model for Visual Question Answering Ilija Ilievski Shuicheng Yan Jiashi Feng 77 122 0 06 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 92 91 0 05 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 84 807 0 05 Apr 2016
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI Phi Vu Tran 66 315 0 02 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 101 1,722 0 02 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 226 2,366 0 30 Mar 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 65 85 0 30 Mar 2016
Rich Image Captioning in the Wild Kenneth Tran Xiaodong He Lei Zhang Jian Sun Cornelia Carapcea Chris Thrasher Chris Buehler Chris Sienkiewicz VLM 60 124 0 30 Mar 2016
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data Adam Trischler Zheng Ye Xingdi Yuan Jing He Philip Bachman Kaheer Suleman 51 48 0 29 Mar 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 88 854 0 29 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 200 3,538 0 28 Mar 2016
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 77 187 0 28 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 277 10,284 0 27 Mar 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 94 525 0 26 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 104 834 0 25 Mar 2016
Deep Learning At Scale and At Ease Wei Wang Gang Chen Haibo Chen Tien Tuan Anh Dinh Jinyang Gao Beng Chin Ooi K. Tan Sheng Wang 70 27 0 25 Mar 2016
Fine-scale Surface Normal Estimation using a Single NIR Image Youngjin Yoon Gyeongmin Choe Namil Kim Joon-Young Lee In So Kweon 49 17 0 24 Mar 2016
Attentive Contexts for Object Detection Jianan Li Yunchao Wei Xiaodan Liang Jian Dong Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 79 222 0 24 Mar 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 183 356 0 23 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 129 5,042 0 22 Mar 2016
Convolution in Convolution for Network in Network Yanwei Pang Manli Sun Xiaoheng Jiang Xuelong Li 83 168 0 22 Mar 2016
Input Aggregated Network for Face Video Representation Zhen Dong Su Jia Chi Zhang Mingtao Pei CVBM 3DH 24 1 0 22 Mar 2016
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 146 122 0 21 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 206 1,541 0 21 Mar 2016
RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised Viewpoints Asako Kanezaki Y. Matsushita Y. Nishida 60 14 0 20 Mar 2016
Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks Alex Gomez-Villa Augusto Salazar J. Vargas-Bonilla 80 309 0 20 Mar 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 60 205 0 19 Mar 2016
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? G. Urban Krzysztof J. Geras Samira Ebrahimi Kahou Ozlem Aslan Shengjie Wang R. Caruana Abdel-rahman Mohamed Matthai Philipose Matthew Richardson 74 47 0 17 Mar 2016
"What happens if..." Learning to Predict the Effect of Forces in Images Roozbeh Mottaghi Mohammad Rastegari Abhinav Gupta Ali Farhadi OOD 89 123 0 17 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 190 4,374 0 16 Mar 2016
Suppressing the Unusual: towards Robust CNNs using Symmetric Activation Functions Qiyang Zhao Lewis D. Griffin AAML 71 28 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 416 10,217 0 16 Mar 2016
Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 108 196 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 75 41 0 15 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 127 590 0 15 Mar 2016
Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains David Abel Alekh Agarwal Fernando Diaz A. Krishnamurthy Robert Schapire OffRL 128 43 0 14 Mar 2016
Low-rank passthrough neural networks Antonio Valerio Miceli Barone 73 14 0 10 Mar 2016
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild Chen-Yu Lee Simon Osindero VLM 95 460 0 09 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 111 177 0 05 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 104 300 0 03 Mar 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 107 1,227 0 03 Mar 2016
Convolutional Neural Networks using Logarithmic Data Representation Daisuke Miyashita Edward H. Lee B. Murmann MQ 89 430 0 03 Mar 2016
Automatic learning of gait signatures for people identification F. M. Castro M. Marín-Jiménez Nicolás Guil Mata N. P. D. L. Blanca CVBM 45 98 0 03 Mar 2016
Learning Functions: When Is Deep Better Than Shallow H. Mhaskar Q. Liao T. Poggio 103 144 0 03 Mar 2016
Scalable Metric Learning via Weighted Approximate Rank Component Analysis C. Jose François Fleuret 107 141 0 01 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 70 39 0 01 Mar 2016
Scalable and Sustainable Deep Learning via Randomized Hashing Ryan Spring Anshumali Shrivastava 103 133 0 26 Feb 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 87 37 0 26 Feb 2016