CNN Features off-the-shelf: an Astounding Baseline for Recognition

23 March 2014

Papers citing "CNN Features off-the-shelf: an Astounding Baseline for Recognition"

50 / 466 papers shown

Title
Some like it hot - visual guidance for preference prediction R. Rothe Radu Timofte Luc Van Gool CVBM 17 87 0 27 Oct 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 17 689 0 26 Oct 2015
Optimization as Estimation with Gaussian Processes in Bandit Settings Zi Wang Bolei Zhou Stefanie Jegelka GP 35 78 0 21 Oct 2015
Wide-Area Image Geolocalization with Aerial Reference Imagery Scott Workman Richard Souvenir Nathan Jacobs 30 321 0 13 Oct 2015
DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer F. Iandola Anting Shen Peter Gao Kurt Keutzer 21 82 0 07 Oct 2015
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Ruining He Julian McAuley BDL 22 884 0 06 Oct 2015
Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification Ruobing Wu Baoyuan Wang Wenping Wang Yizhou Yu 18 121 0 06 Oct 2015
Cross-convolutional-layer Pooling for Image Recognition Lingqiao Liu Chunhua Shen Anton Van Den Hengel 27 81 0 04 Oct 2015
Approximate Fisher Kernels of non-iid Image Models for Image Categorization R. G. Cinbis Jakob Verbeek Cordelia Schmid 27 29 0 03 Oct 2015
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping Sang Michael Xie Neal Jean Marshall Burke David B. Lobell Stefano Ermon 6 428 0 01 Oct 2015
Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval Gaurav Sharma Bernt Schiele 29 16 0 29 Sep 2015
Deep Convolutional Features for Image Based Retrieval and Scene Categorization Arsalan Mousavian Jana Kosecka 17 38 0 20 Sep 2015
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 23 873 0 14 Aug 2015
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 24 64 0 12 Aug 2015
A Practical Guide to CNNs and Fisher Vectors for Image Instance Retrieval V. Chandrasekhar Jie Lin Olivier Morère Hanlin Goh A. Veillard 29 85 0 11 Aug 2015
Indexing of CNN Features for Large Scale Image Search Ruoyu Liu Yao-Min Zhao Shikui Wei Lixin Liao 30 39 0 02 Aug 2015
Feature Representation in Convolutional Neural Networks Ben Athiwaratkun Keegan Kang FAtt SSL 18 75 0 08 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 32 411 0 04 Jul 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 21 54 0 21 Jun 2015
Compressing Convolutional Neural Networks Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 26 139 0 14 Jun 2015
Flowing ConvNets for Human Pose Estimation in Videos Tomas Pfister James Charles Andrew Zisserman 3DH 30 557 0 09 Jun 2015
Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework Yong-Deok Kim Taewoong Jang Bohyung Han Seungjin Choi BDL 33 14 0 08 Jun 2015
SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet Lei Zhang David C. Zhang VLM 23 53 0 08 Jun 2015
Training a Convolutional Neural Network for Appearance-Invariant Place Recognition Ruben Gomez-Ojeda Manuel López-Antequera N. Petkov Javier González Jiménez 18 72 0 27 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 30 204 0 20 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 44 370 0 07 May 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 41 3,192 0 05 May 2015
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks Marcel Simon E. Rodner 39 412 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 24 145 0 29 Apr 2015
Situational Object Boundary Detection J. Uijlings V. Ferrari 19 29 0 24 Apr 2015
Exploiting Local Features from Deep Networks for Image Retrieval Joe Yue-Hei Ng Fan Yang L. Davis FAtt 33 412 0 20 Apr 2015
Compressing Neural Networks with the Hashing Trick Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 23 1,190 0 19 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 19 1,434 0 14 Apr 2015
Visual Saliency Based on Multiscale Deep Features Guanbin Li Yizhou Yu FAtt 13 1,219 0 30 Mar 2015
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval Adam W. Harley Alex Ufkes Konstantinos G. Derpanis 35 390 0 25 Feb 2015
SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks Aalok Gangopadhyay Shivam Mani Tripathi Ishan Jindal Shanmuganathan Raman 32 20 0 17 Feb 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 38 557 0 05 Feb 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 28 350 0 23 Jan 2015
Deep Image: Scaling up Image Recognition Ren Wu Shengen Yan Yi Shan Qingqing Dang Gang Sun VLM 41 373 0 13 Jan 2015
Automatic Discovery and Optimization of Parts for Image Classification S. N. Parizi Andrea Vedaldi Andrew Zisserman Pedro F. Felzenszwalb OCL 23 59 0 20 Dec 2014
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection Wanli Ouyang Xiaogang Wang Xingyu Zeng Shi Qiu Ping Luo ... Hongsheng Li Shuo Yang Zhe Wang Chen Change Loy Xiaoou Tang ObjD 29 436 0 17 Dec 2014
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 29 1,288 0 04 Dec 2014
Fisher Kernel for Deep Neural Activations Donggeun Yoo Sunggyun Park Joon-Young Lee In So Kweon FAtt 22 32 0 04 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 79 8,295 0 28 Nov 2014
Deep convolutional filter banks for texture recognition and segmentation Mircea Cimpoi Subhransu Maji Andrea Vedaldi 3DV 34 53 0 25 Nov 2014
Persistent Evidence of Local Image Properties in Generic ConvNets A. Razavian Hossein Azizpour A. Maki Josephine Sullivan Carl Henrik Ek S. Carlsson SSL 21 6 0 24 Nov 2014
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 158 789 0 24 Nov 2014
Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors Lingqiao Liu Chunhua Shen Lei Wang Anton Van Den Hengel Chao Wang 35 87 0 24 Nov 2014
Deep Convolutional Neural Fields for Depth Estimation from a Single Image Fayao Liu Chunhua Shen Guosheng Lin MDE 21 890 0 24 Nov 2014
Mid-level Deep Pattern Mining Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 24 100 0 24 Nov 2014