Factors of Transferability for a Generic ConvNet Representation

22 June 2014

Papers citing "Factors of Transferability for a Generic ConvNet Representation"

50 / 114 papers shown

Title
Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks M. Bastan Kim-Hui Yap Lap-Pui Chau 46 6 0 28 Apr 2018
Class Subset Selection for Transfer Learning using Submodularity Varun Manjunatha Srikumar Ramalingam Tim K. Marks L. Davis 31 6 0 30 Mar 2018
Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Trung T. Pham Huu Le Ngai-man Cheung Ian Reid MQ 16 9 0 21 Feb 2018
From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Huu Le Tam V. Nguyen Ngai-man Cheung 29 31 0 07 Feb 2018
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 36 1,288 0 03 Nov 2017
Region-Based Image Retrieval Revisited Ryota Hinami Yusuke Matsui Shiníchi Satoh 11 22 0 26 Sep 2017
Unsupervised object discovery for instance recognition Oriane Siméoni Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum 10 5 0 14 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 34 205 0 05 Sep 2017
Fine-grained Visual-textual Representation Learning Xiangteng He Yuxin Peng 25 55 0 31 Aug 2017
What matters in a transferable neural network model for relation classification in the biomedical domain? Sunil Kumar Sahu Ashish Anand 20 9 0 11 Aug 2017
Selective Deep Convolutional Features for Image Retrieval Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-man Cheung 37 64 0 04 Jul 2017
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 77 2,498 0 02 Jun 2017
Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks M. Islam Md Abdul Aowal A. T. Minhaz Khalid Ashraf 41 188 0 27 May 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 17 570 0 01 May 2017
Determinantal Point Processes for Mini-Batch Diversification Cheng Zhang Hedvig Kjellström Stephan Mandt 27 35 0 01 May 2017
Paying Attention to Descriptions Generated by Image Captioning Models Hamed R. Tavakoli Rakshith Shetty Ali Borji Jorma T. Laaksonen 29 79 0 24 Apr 2017
Object-Part Attention Model for Fine-grained Image Classification Yuxin Peng Xiangteng He Junjie Zhao OCL VLM 52 338 0 06 Apr 2017
Simultaneous Feature Aggregating and Hashing for Large-scale Image Search Thanh-Toan Do Dang-Khoa Le Tan Trung T. Pham Ngai-man Cheung 16 36 0 04 Apr 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 94 233 0 28 Feb 2017
Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation Kota Hara Raviteja Vemulapalli Rama Chellappa 14 82 0 06 Feb 2017
Relative Camera Pose Estimation Using Convolutional Neural Networks Iaroslav Melekhov Juha Ylioinas Arno Solin Esa Rahtu 62 197 0 05 Feb 2017
Compression of Deep Neural Networks for Image Instance Retrieval V. Chandrasekhar Jie Lin Q. Liao Olivier Morère D. Shapiro Lingyu Duan Tomaso Poggio 22 25 0 18 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis Stergios Christodoulidis M. Anthimopoulos L. Ebner Andreas Christe Stavroula Mougiakakou 16 133 0 08 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
ResFeats: Residual Network Based Features for Image Classification A. Mahmood Bennamoun Senjian An Ferdous Sohel VLM SSeg 34 59 0 21 Nov 2016
LCNN: Lookup-based Convolutional Neural Network Hessam Bagherinezhad Mohammad Rastegari Ali Farhadi 13 89 0 20 Nov 2016
On the Exploration of Convolutional Fusion Networks for Visual Recognition Y. Liu Yanming Guo M. Lew 33 23 0 16 Nov 2016
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations Ahmet Iscen Giorgos Tolias Yannis Avrithis Teddy Furon Ondřej Chum DiffM 16 179 0 16 Nov 2016
What Is the Best Practice for CNNs Applied to Visual Instance Retrieval? Jiedong Hao Jing Dong Wei Wang Tieniu Tan 35 10 0 05 Nov 2016
A Framework for Searching for General Artificial Intelligence Marek Rosa Jan Feyereisl The GoodAI Collective AI4CE 46 19 0 02 Nov 2016
Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images Limin Wang Zhe Wang Yu Qiao Luc Van Gool 26 6 0 01 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 62 671 0 30 Aug 2016
Multi-View Product Image Search Using Deep ConvNets Representations M. Bastan Ozgur Yilmaz 17 2 0 11 Aug 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification Tong Xiao Hongsheng Li Wanli Ouyang Xiaogang Wang OOD 34 977 0 26 Apr 2016
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks Arsalan Mousavian Hamed Pirsiavash Jana Kosecka SSeg 31 151 0 25 Apr 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 22 599 0 08 Apr 2016
Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval Olivier Morère Jie Lin A. Veillard V. Chandrasekhar Tomaso Poggio 22 16 0 15 Mar 2016
PlaNet - Photo Geolocation with Convolutional Neural Networks Tobias Weyand Ilya Kostrikov James Philbin 14 410 0 17 Feb 2016
Face Attribute Prediction Using Off-the-Shelf CNN Features Yang Zhong Josephine Sullivan Haibo Li CVBM 32 102 0 12 Feb 2016
Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild Yang Zhong Josephine Sullivan Haibo Li 3DH CVBM 22 43 0 04 Feb 2016
Compositional Model based Fisher Vector Coding for Image Classification Lingqiao Liu Peng Wang Chunhua Shen Lei Wang Anton Van Den Hengel Chao Wang Heng Tao Shen 43 53 0 16 Jan 2016
Cross-dimensional Weighting for Aggregated Deep Convolutional Features Yannis Kalantidis Clayton Mellina Simon Osindero FAtt 12 433 0 13 Dec 2015
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 36 967 0 18 Nov 2015
FireCaffe: near-linear acceleration of deep neural network training on compute clusters F. Iandola Khalid Ashraf Matthew W. Moskewicz Kurt Keutzer 30 302 0 31 Oct 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 31 690 0 26 Oct 2015
Cross-convolutional-layer Pooling for Image Recognition Lingqiao Liu Chunhua Shen Anton Van Den Hengel 38 81 0 04 Oct 2015
Multimodal Deep Learning for Robust RGB-D Object Recognition Andreas Eitel Jost Tobias Springenberg Luciano Spinello Martin Riedmiller Wolfram Burgard 33 645 0 24 Jul 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 56 534 0 02 Jul 2015