Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 24,560 papers shown

Title
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 13 55 0 06 Apr 2016
A Focused Dynamic Attention Model for Visual Question Answering Ilija Ilievski Shuicheng Yan Jiashi Feng 25 122 0 06 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 29 91 0 05 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 23 802 0 05 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 12 1,704 0 02 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 74 2,336 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 13 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 19 123 0 30 Mar 2016
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 11 187 0 28 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 39 10,160 0 27 Mar 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 13 524 0 26 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 14 806 0 25 Mar 2016
Attentive Contexts for Object Detection Jianan Li Yunchao Wei Xiaodan Liang Jian Dong Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 17 221 0 24 Mar 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 27 354 0 23 Mar 2016
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 74 122 0 21 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li V. Li 56 1,533 0 21 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 26 299 0 20 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 20 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 31 123 0 17 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 54 4,331 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 16 10,125 0 16 Mar 2016
Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 15 194 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huan Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 24 41 0 15 Mar 2016
Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains David Abel Alekh Agarwal Fernando Diaz A. Krishnamurthy Robert Schapire OffRL 71 43 0 14 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chia-Ju Chen 21 176 0 05 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 27 298 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 43 1,219 0 03 Mar 2016
Convolutional Neural Networks using Logarithmic Data Representation Daisuke Miyashita Edward H. Lee B. Murmann MQ 24 425 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 19 96 0 03 Mar 2016
Learning Functions: When Is Deep Better Than Shallow H. Mhaskar Q. Liao T. Poggio 30 144 0 03 Mar 2016
Scalable Metric Learning via Weighted Approximate Rank Component Analysis C. Jose F. Fleuret 26 141 0 01 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 20 39 0 01 Mar 2016
Scalable and Sustainable Deep Learning via Randomized Hashing Ryan Spring Anshumali Shrivastava 23 132 0 26 Feb 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 32 37 0 26 Feb 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 93 1,924 0 25 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 107 14,137 0 23 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 45 1,479 0 14 Feb 2016
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks Anh Totti Nguyen J. Yosinski Jeff Clune 19 323 0 11 Feb 2016
Exploiting Cyclic Symmetry in Convolutional Neural Networks Sander Dieleman J. Fauw Koray Kavukcuoglu 20 363 0 08 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 266 2,550 0 25 Jan 2016
Relief R-CNN : Utilizing Convolutional Features for Fast Object Detection Guiying Li Junlong Liu Chunhui Jiang Liangpeng Zhang Minlong Lin Ke Tang ObjD 29 7 0 25 Jan 2016
Improved graph-based SFA: Information preservation complements the slowness principle Alberto N. Escalante Laurenz Wiskott 16 16 0 15 Jan 2016
Adaptive Object Detection Using Adjacency and Zoom Prediction Y. Lu T. Javidi Svetlana Lazebnik ObjD 34 75 0 24 Dec 2015
A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction Thomas Wiatowski Helmut Bölcskei FAtt 34 363 0 19 Dec 2015
Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Huayu Chen Feng Zhou Yuanqing Lin Serge J. Belongie 20 236 0 16 Dec 2015
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 44 1,225 0 14 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,205 0 14 Dec 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 27 604 0 19 Nov 2015
Better Computer Go Player with Neural Network and Long-term Prediction Yuandong Tian Yan Zhu AI4CE 29 86 0 19 Nov 2015
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 35 809 0 19 Nov 2015