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 / 469 papers shown

Title
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 62 671 0 30 Aug 2016
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction Qiuhong Ke Bennamoun Senjian An F. Boussaïd Ferdous Sohel 22 38 0 18 Aug 2016
Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval Zihan Zhou F. Farhat Jianmin Wang 13 46 0 15 Aug 2016
Aggregating Binary Local Descriptors for Image Retrieval Giuseppe Amato Fabrizio Falchi Lucia Vadicamo 23 10 0 02 Aug 2016
Introspective Perception: Learning to Predict Failures in Vision Systems S. Daftry S. Zeng J. Andrew Bagnell M. Hebert 10 80 0 28 Jul 2016
Local Feature Detectors, Descriptors, and Image Representations: A Survey Yusuke Uchida 32 13 0 28 Jul 2016
Salient Object Subitizing Jianming Zhang Shugao Ma M. Sameki Stan Sclaroff Margrit Betke Zhe-nan Lin Xiaohui Shen Brian L. Price R. Měch 23 115 0 26 Jul 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 90 4,310 0 29 Jun 2016
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 78 3,172 0 15 Jun 2016
IDNet: Smartphone-based Gait Recognition with Convolutional Neural Networks M. Gadaleta M. Rossi 6 219 0 10 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 25 49 0 09 Jun 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 13 361 0 08 Jun 2016
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms Matthew W. Moskewicz F. Iandola Kurt Keutzer 9 8 0 01 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 55 141 0 31 May 2016
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval G. Cao Alexandros Iosifidis Ke Chen Moncef Gabbouj 30 89 0 31 May 2016
SNN: Stacked Neural Networks Milad Mohammadi Subhasis Das 13 15 0 27 May 2016
Embedding based on function approximation for large scale image search Thanh-Toan Do Ngai-man Cheung 22 40 0 23 May 2016
Deep Neural Networks Under Stress Micael Carvalho Matthieu Cord Sandra Avila Nicolas Thome Eduardo Valle 28 14 0 11 May 2016
Structured Receptive Fields in CNNs J. Jacobsen Jan van Gemert Zhongyu Lou A. Smeulders 11 107 0 10 May 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 39 249 0 30 Apr 2016
InterActive: Inter-Layer Activeness Propagation Lingxi Xie Liang Zheng Jingdong Wang Alan Yuille Qi Tian FAtt 33 45 0 30 Apr 2016
Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction Jianfeng Dong Xirong Li Cees G. M. Snoek 3DV 24 35 0 23 Apr 2016
Novelty Detection in MultiClass Scenarios with Incomplete Set of Class Labels N. Vinokurov D. Weinshall 16 4 0 21 Apr 2016
Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks Gonçalo Oliveira Xavier Frazão A. Pimentel B. Ribeiro 35 44 0 20 Apr 2016
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Xiu-Shen Wei Jian-Hao Luo Jianxin Wu Zhi-Hua Zhou 22 406 0 18 Apr 2016
Bags of Local Convolutional Features for Scalable Instance Search Eva Mohedano Amaia Salvador Kevin McGuinness F. Marqués Noel E. O'Connor Xavier Giró-i-Nieto 26 162 0 15 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann A. Roy-Chowdhury L. Davis 50 1,089 0 15 Apr 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 34 1,162 0 15 Apr 2016
Understanding How Image Quality Affects Deep Neural Networks Samuel F. Dodge Lina Karam VLM 26 723 0 14 Apr 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 37 1,337 0 12 Apr 2016
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction Victor Campos Brendan Jou Xavier Giró-i-Nieto 19 187 0 12 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
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 23 802 0 05 Apr 2016
Good Practice in CNN Feature Transfer Liang Zheng Yali Zhao Shengjin Wang Jingdong Wang Q. Tian 30 160 0 01 Apr 2016
Modeling Visual Compatibility through Hierarchical Mid-level Elements José Oramas Tinne Tuytelaars 8 21 0 31 Mar 2016
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim Isabella Nogues Jianhua Yao Ronald M. Summers 22 16 0 25 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 14 315 0 24 Mar 2016
A Richly Annotated Dataset for Pedestrian Attribute Recognition Dangwei Li Z. Zhang Xiaotang Chen Haibin Ling Kaiqi Huang 14 178 0 23 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
Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval Olivier Morère Jie Lin A. Veillard V. Chandrasekhar Tomaso Poggio 14 16 0 15 Mar 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 20 65 0 01 Mar 2016
On the Use of Deep Learning for Blind Image Quality Assessment Simone Bianco Luigi Celona Paolo Napoletano Raimondo Schettini VLM 33 336 0 17 Feb 2016
Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild Yang Zhong Josephine Sullivan Haibo Li 3DH CVBM 14 43 0 04 Feb 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 215 0 25 Jan 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
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses Jiaqian Yu Matthew Blaschko 22 38 0 24 Dec 2015
Memory-based control with recurrent neural networks N. Heess Jonathan J. Hunt Timothy Lillicrap David Silver 18 301 0 14 Dec 2015
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 82 2,609 0 23 Nov 2015
Images Don't Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank Corey Lynch Kamelia Aryafar Josh Attenberg 21 45 0 20 Nov 2015
Semantic Diversity versus Visual Diversity in Visual Dictionaries O. A. B. Penatti Sandra Avila Eduardo Valle Ricardo da S. Torres 9 0 0 20 Nov 2015