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Object Recognition Using Deep Neural Networks: A Survey S. Goyal Paul Benjamin ObjD 135 32 0 10 Dec 2014
Visual Causal Feature LearningConference on Uncertainty in Artificial Intelligence (UAI), 2014 Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 256 152 0 07 Dec 2014
Deep Visual-Semantic Alignments for Generating Image DescriptionsComputer Vision and Pattern Recognition (CVPR), 2014 A. Karpathy Li Fei-Fei 466 5,834 0 07 Dec 2014
Theano-based Large-Scale Visual Recognition with Multiple GPUsInternational Conference on Learning Representations (ICLR), 2014 Weiguang Ding Ruoyan Wang Fei Mao Graham W. Taylor 149 46 0 07 Dec 2014
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable ImagesComputer Vision and Pattern Recognition (CVPR), 2014 Anh Totti Nguyen J. Yosinski Jeff Clune AAML 566 3,408 0 05 Dec 2014
Convolutional Neural Networks at Constrained Time CostComputer Vision and Pattern Recognition (CVPR), 2014 Kaiming He Jian Sun 3DV 205 1,339 0 04 Dec 2014
Scalable, High-Quality Object Detection Christian Szegedy Scott E. Reed D. Erhan Dragomir Anguelov Sergey Ioffe ObjD 262 379 0 03 Dec 2014
Detector Discovery in the Wild: Joint Multiple Instance and Representation LearningComputer Vision and Pattern Recognition (CVPR), 2014 Judy Hoffman Deepak Pathak Trevor Darrell Kate Saenko 159 78 0 02 Dec 2014
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour DetectionComputer Vision and Pattern Recognition (CVPR), 2014 Gedas Bertasius Jianbo Shi Lorenzo Torresani 208 505 0 02 Dec 2014
Feedforward semantic segmentation with zoom-out featuresComputer Vision and Pattern Recognition (CVPR), 2014 Mohammadreza Mostajabi Payman Yadollahpour Gregory Shakhnarovich MDE SSeg 286 480 0 02 Dec 2014
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 3DPC 265 415 0 02 Dec 2014
Material Recognition in the Wild with the Materials in Context DatabaseComputer Vision and Pattern Recognition (CVPR), 2014 Sean Bell P. Upchurch Noah Snavely Kavita Bala 333 549 0 01 Dec 2014
Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2014 Rie Johnson Tong Zhang 224 897 0 01 Dec 2014
Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection George Papandreou Iasonas Kokkinos Pierre-André Savalle 123 47 0 30 Nov 2014
ScreenAvoider: Protecting Computer Screens from Ubiquitous Cameras M. Korayem R. Templeman Dennis Chen David J. Crandall Apu Kapadia PICV 122 23 0 28 Nov 2014
3D-Assisted Image Feature Synthesis for Novel Views of an Object Hao Su F. Wang L. Yi Leonidas Guibas DiffM 273 29 0 26 Nov 2014
Understanding Deep Image Representations by Inverting ThemComputer Vision and Pattern Recognition (CVPR), 2014 Aravindh Mahendran Andrea Vedaldi FAtt 467 2,036 0 26 Nov 2014
Persistent Evidence of Local Image Properties in Generic ConvNetsScandinavian Conference on Image Analysis (SCIA), 2014 A. Razavian Hossein Azizpour A. Maki Josephine Sullivan Carl Henrik Ek S. Carlsson SSL 140 6 0 24 Nov 2014
Mid-level Deep Pattern MiningComputer Vision and Pattern Recognition (CVPR), 2014 Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 131 110 0 24 Nov 2014
Scale-Invariant Convolutional Neural Networks Yichong Xu Tianjun Xiao Jiaxing Zhang Kuiyuan Yang Zheng Zhang 180 144 0 24 Nov 2014
Finding Action TubesComputer Vision and Pattern Recognition (CVPR), 2014 Georgia Gkioxari Jitendra Malik 199 603 0 21 Nov 2014
Understanding image representations by measuring their equivariance and equivalenceInternational Journal of Computer Vision (IJCV), 2014 Karel Lenc Andrea Vedaldi SSL FAtt 328 570 0 21 Nov 2014
Visual Sentiment Prediction with Deep Convolutional Neural Networks Can Xu Suleyman Cetintas Kuang-chih Lee Li Li HAI 77 130 0 21 Nov 2014
Salient Object Detection: A SurveyComputational Visual Media (CVM), 2014 Ali Borji Ming-Ming Cheng Qibin Hou Huaizu Jiang Jia Li 362 798 0 18 Nov 2014
Show and Tell: A Neural Image Caption GeneratorComputer Vision and Pattern Recognition (CVPR), 2014 Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 560 6,327 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionComputer Vision and Pattern Recognition (CVPR), 2014 Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 579 6,240 0 17 Nov 2014
Efficient and Accurate Approximations of Nonlinear Convolutional NetworksComputer Vision and Pattern Recognition (CVPR), 2014 Xinming Zhang Jianhua Zou Xiang Ming Kaiming He Jian Sun 3DV 195 269 0 16 Nov 2014
Modular proximal optimization for multidimensional total-variation regularization Á. Jiménez S. Sra 323 121 0 03 Nov 2014
Towards a Visual Turing Challenge Mateusz Malinowski Mario Fritz 263 74 0 29 Oct 2014
cuDNN: Efficient Primitives for Deep Learning Sharan Chetlur Cliff Woolley Philippe Vandermersch Jonathan M. Cohen J. Tran Bryan Catanzaro Evan Shelhamer 328 1,914 0 03 Oct 2014
Ctrax extensions for tracking in difficult lighting conditionsScientific Reports (Sci Rep), 2014 Ulrich Stern Chung-Hui Yang 57 8 0 25 Sep 2014
1-HKUST: Object Detection in ILSVRC 2014 Cewu Lu Hao Chen Qifeng Chen Hei Law Yao Xiao Chi-Keung Tang ObjD 95 7 0 22 Sep 2014
DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection Wanli Ouyang Ping Luo Xingyu Zeng Shi Qiu Yonglong Tian ... Zhenyao Zhu Ruohui Wang Chen Change Loy Xiaogang Wang Xiaoou Tang ObjD 193 163 0 11 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image RecognitionInternational Conference on Learning Representations (ICLR), 2014 Karen Simonyan Andrew Zisserman FAtt MDE 3.3K 107,328 0 04 Sep 2014
FollowMe: Efficient Online Min-Cost Flow Tracking with Bounded Memory and ComputationIEEE International Conference on Computer Vision (ICCV), 2014 Philip Lenz Andreas Geiger R. Urtasun VOT 162 108 0 23 Jul 2014
Learning Rich Features from RGB-D Images for Object Detection and SegmentationEuropean Conference on Computer Vision (ECCV), 2014 Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 283 1,608 0 22 Jul 2014
LSDA: Large Scale Detection Through AdaptationNeural Information Processing Systems (NeurIPS), 2014 Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 242 336 0 18 Jul 2014
Part-based R-CNNs for Fine-grained Category DetectionEuropean Conference on Computer Vision (ECCV), 2014 Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 307 1,279 0 15 Jul 2014
Simultaneous Detection and SegmentationEuropean Conference on Computer Vision (ECCV), 2014 Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 272 1,323 0 07 Jul 2014
A Data-Driven Approach for Tag Refinement and Localization in Web VideosComputer Vision and Image Understanding (CVIU), 2014 Lamberto Ballan Marco Bertini G. Serra Marco Bertini VGen 240 19 0 02 Jul 2014
Factors of Transferability for a Generic ConvNet Representation Hossein Azizpour A. Razavian Josephine Sullivan A. Maki S. Carlsson 189 430 0 22 Jun 2014
Deep Fragment Embeddings for Bidirectional Image Sentence MappingNeural Information Processing Systems (NeurIPS), 2014 A. Karpathy Armand Joulin Li Fei-Fei VLM 216 965 0 22 Jun 2014
R-CNNs for Pose Estimation and Action Detection Georgia Gkioxari Bharath Hariharan Ross B. Girshick Jitendra Malik 163 167 0 19 Jun 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014 Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 969 12,104 0 18 Jun 2014
PCANet: A Simple Deep Learning Baseline for Image Classification?IEEE Transactions on Image Processing (TIP), 2014 Tsung-Han Chan Kui Jia Shenghua Gao Jiwen Lu Zinan Zeng Yi-An Ma 283 1,545 0 14 Apr 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 385 5,044 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation FeaturesEuropean Conference on Computer Vision (ECCV), 2014 Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 394 1,108 0 07 Mar 2014
One-Shot Adaptation of Supervised Deep Convolutional ModelsInternational Conference on Learning Representations (ICLR), 2013 Judy Hoffman Eric Tzeng Jeff Donahue Yangqing Jia Kate Saenko Trevor Darrell OOD 230 81 0 21 Dec 2013
A Study of Actor and Action Semantic Retention in Video Supervoxel SegmentationInternational Journal of Semantic Computing (IJSC), 2013 Chenliang Xu Richard F. Doell S. Hanson C. Hanson Jason J. Corso 119 5 0 13 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual RecognitionInternational Conference on Machine Learning (ICML), 2013 Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 429 5,046 0 06 Oct 2013