Very Deep Convolutional Networks for Large-Scale Image Recognition

4 September 2014

Papers citing "Very Deep Convolutional Networks for Large-Scale Image Recognition"

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Title
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 467 76,262 0 18 May 2015
Exploring Nearest Neighbor Approaches for Image Captioning Jacob Devlin Saurabh Gupta Ross B. Girshick Margaret Mitchell C. L. Zitnick 27 195 0 17 May 2015
Monocular Object Instance Segmentation and Depth Ordering with CNNs Ziyu Zhang Alex Schwing Sanja Fidler R. Urtasun 31 158 0 12 May 2015
DeepBox: Learning Objectness with Convolutional Networks Weicheng Kuo Bharath Hariharan Jitendra Malik ObjD 30 184 0 08 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 44 712 0 08 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 41 534 0 07 May 2015
Language Models for Image Captioning: The Quirks and What Works Jacob Devlin Hao Cheng Hao Fang Saurabh Gupta Li Deng Xiaodong He Geoffrey Zweig Margaret Mitchell 32 281 0 07 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 33 736 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 44 371 0 07 May 2015
Contextual Action Recognition with R*CNN Georgia Gkioxari Ross B. Girshick Jitendra Malik HAI 20 401 0 05 May 2015
Deep Learning for Object Saliency Detection and Image Segmentation H. Pan Bo Wang Hui Jiang 38 18 0 05 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 41 596 0 05 May 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 68 3,203 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 57 1,417 0 03 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 96 5,408 0 03 May 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 71 1,763 0 03 May 2015
Learning Temporal Embeddings for Complex Video Analysis Vignesh Ramanathan K. Tang Greg Mori Li Fei-Fei 55 71 0 02 May 2015
Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang Zhe Wang Wenbin Du Yu Qiao 40 66 0 02 May 2015
Joint Object and Part Segmentation using Deep Learned Potentials Peng Wang Xiaohui Shen Zhe Lin Scott D. Cohen Brian L. Price Alan Yuille 37 123 0 01 May 2015
Pose Induction for Novel Object Categories Shubham Tulsiani João Carreira Jitendra Malik 37 35 0 01 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions Mikhail Figurnov Aizhan Ibraimova Dmitry Vetrov Pushmeet Kohli 32 137 0 30 Apr 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 50 187 0 30 Apr 2015
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks Marcel Simon E. Rodner 39 412 0 30 Apr 2015
Fast R-CNN Ross B. Girshick ObjD 202 24,894 0 30 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 69 1,869 0 29 Apr 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 42 154 0 25 Apr 2015
Cultural Event Recognition with Visual ConvNets and Temporal Models Amaia Salvador Matthias Zeppelzauer Daniel Manchon-Vizuete Andrea Calafell Xavier Giró-i-Nieto 20 35 0 24 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 64 3,476 0 24 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 45 409 0 23 Apr 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 59 337 0 23 Apr 2015
Exploit Bounding Box Annotations for Multi-label Object Recognition Hao Yang Qiufeng Wang Yu Zhang Bin-Bin Gao Jianxin Wu Jianfei Cai 22 164 0 22 Apr 2015
Deep Spatial Pyramid: The Devil is Once Again in the Details Bin-Bin Gao Xiu-Shen Wei Jianxin Wu Weiyao Lin 35 51 0 21 Apr 2015
Convolutional Neural Network-Based Image Representation for Visual Loop Closure Detection Yi Hou Hong Zhang Shilin Zhou 31 167 0 20 Apr 2015
Exploiting Local Features from Deep Networks for Image Retrieval Joe Yue-Hei Ng Fan Yang L. Davis FAtt 41 412 0 20 Apr 2015
Visual Recognition Using Directional Distribution Distance Jianxin Wu Bin-Bin Gao Guoqing Liu 48 5 0 19 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 36 1,434 0 14 Apr 2015
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu Yongxin Yang Dong Yi J. Kittler William Christmas Stan Z. Li Timothy M. Hospedales CVBM 3DV 41 318 0 09 Apr 2015
An Empirical Evaluation of Deep Learning on Highway Driving Brody Huval Tao Wang S. Tandon Jeff Kiske W. Song ... Toki Migimatsu Royce Cheng-Yue Fernando A. Mujica Adam Coates A. Ng 29 600 0 07 Apr 2015
Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification Zuxuan Wu Xi Wang Yu-Gang Jiang Hao Ye Xiangyang Xue 34 448 0 07 Apr 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 60 923 0 04 Apr 2015
Exploiting Image-trained CNN Architectures for Unconstrained Video Classification Shengxin Cindy Zha F. Luisier Walter Andrews Nitish Srivastava Ruslan Salakhutdinov 37 204 0 13 Mar 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 73 308 0 09 Mar 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 43 71 0 05 Mar 2015
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision J. Malmaud Jonathan Huang V. Rathod Nick Johnston Andrew Rabinovich Kevin Patrick Murphy 39 152 0 05 Mar 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 69 1,195 0 26 Feb 2015
Measuring and Understanding Sensory Representations within Deep Networks Using a Numerical Optimization Framework Chuan-Yung Tsai David D. Cox 29 7 0 17 Feb 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection Yukun Zhu R. Urtasun Ruslan Salakhutdinov Sanja Fidler ObjD 31 157 0 15 Feb 2015
Phrase-based Image Captioning R. Lebret Pedro H. O. Pinheiro R. Collobert VLM 31 120 0 12 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 136 43,110 0 11 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 196 10,021 0 10 Feb 2015