@inproceedings{bb161400,
AUTHOR = "Huang, S.Y. and Wang, Q.Y. and Zhang, S.Y. and Yan, S.P. and He, X.M.",
TITLE = "Dynamic Context Correspondence Network for Semantic Alignment",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2010-2019",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157257"}
@inproceedings{bb161401,
AUTHOR = "Maximov, M. and Ritschel, T. and Leal Taixe, L. and Fritz, M.",
TITLE = "Deep Appearance Maps",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8728-8737",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157258"}
@inproceedings{bb161402,
AUTHOR = "Wu, J. and Long, K. and Wang, F. and Qian, C. and Li, C. and Lin, Z. and Zha, H.",
TITLE = "Deep Comprehensive Correlation Mining for Image Clustering",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8149-8158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157259"}
@inproceedings{bb161403,
AUTHOR = "Li, G. and Muller, M. and Thabet, A. and Ghanem, B.",
TITLE = "DeepGCNs: Can GCNs Go As Deep As CNNs?",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9266-9275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157260"}
@inproceedings{bb161404,
AUTHOR = "Fong, R. and Patrick, M. and Vedaldi, A.",
TITLE = "Understanding Deep Networks via Extremal Perturbations and Smooth
Masks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2950-2958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157261"}
@inproceedings{bb161405,
AUTHOR = "Pan, X. and Zhan, X. and Shi, J. and Tang, X. and Luo, P.",
TITLE = "Switchable Whitening for Deep Representation Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1863-1871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157262"}
@inproceedings{bb161406,
AUTHOR = "Hernandez Garcia, A. and Konig, P.",
TITLE = "Learning Representational Invariance Instead of Categorization",
BOOKTITLE = Preregister19,
YEAR = "2019",
PAGES = "4587-4590",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157263"}
@inproceedings{bb161407,
AUTHOR = "Wang, C.Y. and Liao, H.Y.M. and Chen, P.Y. and Hsieh, J.W.",
TITLE = "Enriching Variety of Layer-Wise Learning Information by Gradient
Combination",
BOOKTITLE = LPCV19,
YEAR = "2019",
PAGES = "2477-2484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157264"}
@inproceedings{bb161408,
AUTHOR = "Chen, H. and Lin, M. and Sun, X. and Qi, Q. and Li, H. and Jin, R.",
TITLE = "MuffNet: Multi-Layer Feature Federation for Mobile Deep Learning",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "2943-2952",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157265"}
@inproceedings{bb161409,
AUTHOR = "Choi, J. and Seo, H. and Im, S. and Kang, M.",
TITLE = "Attention Routing Between Capsules",
BOOKTITLE = NeruArch19,
YEAR = "2019",
PAGES = "1981-1989",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157266"}
@inproceedings{bb161410,
AUTHOR = "Durand, T. and Mehrasa, N. and Mori, G.",
TITLE = "Learning a Deep ConvNet for Multi-Label Classification With Partial
Labels",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "647-657",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157267"}
@inproceedings{bb161411,
AUTHOR = "Hossain, M.T. and Teng, S.W. and Zhang, D.S. and Lim, S. and Lu, G.J.",
TITLE = "Distortion Robust Image Classification Using Deep Convolutional
Neural Network with Discrete Cosine Transform",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "659-663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157268"}
@inproceedings{bb161412,
AUTHOR = "Arroyo, R. and Tovar, J. and Delgado, F.J. and Almazan, E.J. and Serrador, D.G. and Hurtado, A.",
TITLE = "Deep Learning of Visual and Textual Data for Region Detection Applied
to Item Coding",
BOOKTITLE = IbPRIA19,
YEAR = "2019",
PAGES = "I:329-341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157269"}
@inproceedings{bb161413,
AUTHOR = "Onchis, D.M. and Istin, C. and Real, P.",
TITLE = "Refined Deep Learning for Digital Objects Recognition via Betti
Invariants",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "I:613-621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157270"}
@inproceedings{bb161414,
AUTHOR = "Lan, X. and Zhu, X.T. and Gong, S.G.",
TITLE = "Self-Referenced Deep Learning",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "II:284-300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157271"}
@inproceedings{bb161415,
AUTHOR = "Hinterstoisser, S. and Lepetit, V. and Wohlhart, P. and Konolige, K.",
TITLE = "On Pre-trained Image Features and Synthetic Images for Deep Learning",
BOOKTITLE = "4DPose18",
YEAR = "2018",
PAGES = "I:682-697",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157272"}
@inproceedings{bb161416,
AUTHOR = "Zhang, H. and Shi, H. and Wang, W.W.",
TITLE = "Cascade Deep Networks for Sparse Linear Inverse Problems",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "812-817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157273"}
@inproceedings{bb161417,
AUTHOR = "Yang, Y.Q. and Feng, C. and Shen, Y. and Tian, D.",
TITLE = "FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "206-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157274"}
@inproceedings{bb161418,
AUTHOR = "Caron, M. and Bojanowski, P. and Joulin, A. and Douze, M.",
TITLE = "Deep Clustering for Unsupervised Learning of Visual Features",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XIV: 139-156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157275"}
@inproceedings{bb161419,
AUTHOR = "Xu, Y.F. and Fan, T.Q. and Xu, M.Y. and Zeng, L. and Qiao, Y.",
TITLE = "SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional
Filters",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 90-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157276"}
@inproceedings{bb161420,
AUTHOR = "Wang, Q. and Xu, J.Q. and Li, R.C. and Qiao, P. and Yang, K. and Li, S.J. and Dou, Y.",
TITLE = "Deep Image Clustering Using Convolutional Autoencoder Embedding with
Inception-Like Block",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "2356-2360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157277"}
@inproceedings{bb161421,
AUTHOR = "Smith, K.E. and Williams, P. and Chaiya, T. and Ble, M.",
TITLE = "Deep Convolutional-Shepard Interpolation Neural Networks for Image
Classification Tasks",
BOOKTITLE = ICIAR18,
YEAR = "2018",
PAGES = "185-192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157278"}
@inproceedings{bb161422,
AUTHOR = "Wu, J. and Qiu, S. and Kong, Y. and Chen, Y. and Senhadji, L. and Shu, H.",
TITLE = "MomentsNet:
A simple learning-free method for binary image recognition",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "2667-2671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157279"}
@inproceedings{bb161423,
AUTHOR = "Dizaji, K.G. and Herandi, A. and Deng, C. and Cai, W.D. and Huang, H.",
TITLE = "Deep Clustering via Joint Convolutional Autoencoder Embedding and
Relative Entropy Minimization",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5747-5756",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157280"}
@inproceedings{bb161424,
AUTHOR = "Sun, C. and Shrivastava, A. and Singh, S. and Gupta, A.",
TITLE = "Revisiting Unreasonable Effectiveness of Data in Deep Learning Era",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "843-852",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157281"}
@inproceedings{bb161425,
AUTHOR = "Park, E. and Ahn, J. and Yoo, S.",
TITLE = "Weighted-Entropy-Based Quantization for Deep Neural Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7197-7205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157282"}
@inproceedings{bb161426,
AUTHOR = "Worrall, D.E. and Garbin, S.J. and Turmukhambetov, D. and Brostow, G.J.",
TITLE = "Harmonic Networks: Deep Translation and Rotation Equivariance",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7168-7177",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157283"}
@inproceedings{bb161427,
AUTHOR = "Yang, X. and Ramesh, P. and Chitta, R. and Madhvanath, S. and Bernal, E.A. and Luo, J.",
TITLE = "Deep Multimodal Representation Learning from Temporal Data",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5066-5074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157284"}
@inproceedings{bb161428,
AUTHOR = "Guo, Y.W. and Yao, A.B. and Zhao, H. and Chen, Y.R.",
TITLE = "Network Sketching: Exploiting Binary Structure in Deep CNNs",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4040-4048",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157285"}
@inproceedings{bb161429,
AUTHOR = "Diba, A. and Sharma, V. and Van Gool, L.J.",
TITLE = "Deep Temporal Linear Encoding Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1541-1550",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157286"}
@inproceedings{bb161430,
AUTHOR = "Achsas, S. and Nfaoui, E.H.",
TITLE = "Improving relational aggregated search from big data sources using
deep learning",
BOOKTITLE = ISCV17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157287"}
@inproceedings{bb161431,
AUTHOR = "Dupre, R. and Tzimiropoulos, G. and Argyriou, V.",
TITLE = "Automated Risk Assessment for Scene Understanding and Domestic Robots
Using RGB-D Data and 2.5D CNNs at a Patch Level",
BOOKTITLE = DeepLearnRV17,
YEAR = "2017",
PAGES = "476-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157288"}
@inproceedings{bb161432,
AUTHOR = "Bentes Gatto, B. and de Souza, L.S. and dos Santos, E.M.",
TITLE = "A deep network model based on subspaces:
A novel approach for image classification",
BOOKTITLE = MVA17,
YEAR = "2017",
PAGES = "436-439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157289"}
@inproceedings{bb161433,
AUTHOR = "Mojoo, J. and Kurosawa, K. and Kurita, T.",
TITLE = "Deep CNN with Graph Laplacian Regularization for Multi-label Image
Annotation",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "19-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157290"}
@inproceedings{bb161434,
AUTHOR = "McCane, B. and Szymanskic, L.",
TITLE = "Deep networks are efficient for circular manifolds",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3464-3469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157291"}
@inproceedings{bb161435,
AUTHOR = "Zhao, Z.B. and Xu, G.Z. and Qi, Y.C.",
TITLE = "Multi-Scale Hierarchy Deep Feature Aggregation for Compact Image
Representations",
BOOKTITLE = DeepVisual16,
YEAR = "2016",
PAGES = "III: 557-571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157292"}
@inproceedings{bb161436,
AUTHOR = "Krutsch, R. and Naidu, S.",
TITLE = "Monte Carlo method based precision analysis of deep convolution nets",
BOOKTITLE = DASIP16,
YEAR = "2016",
PAGES = "162-167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157293"}
@inproceedings{bb161437,
AUTHOR = "Yu, T.Y. and Bai, L. and Guo, J.L. and Yang, Z. and Xie, Y.X.",
TITLE = "Deep Convolutional Neural Network for Bidirectional Image-Sentence
Mapping",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "II: 136-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157294"}
@inproceedings{bb161438,
AUTHOR = "Islam, M.A. and Rochan, M. and Bruce, N.D.B. and Wang, Y.",
TITLE = "Gated Feedback Refinement Network for Dense Image Labeling",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4877-4885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157295"}
@inproceedings{bb161439,
AUTHOR = "Islam, M.A. and Bruce, N.D.B. and Wang, Y.",
TITLE = "Dense Image Labeling Using Deep Convolutional Neural Networks",
BOOKTITLE = CRV16,
YEAR = "2016",
PAGES = "16-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157296"}
@inproceedings{bb161440,
AUTHOR = "Zhou, B. and Khosla, A. and Lapedriza, A. and Oliva, A. and Torralba, A.B.",
TITLE = "Learning Deep Features for Discriminative Localization",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2921-2929",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157297"}
@inproceedings{bb161441,
AUTHOR = "Murdock, C. and Li, Z. and Zhou, H. and Duerig, T.",
TITLE = "Blockout: Dynamic Model Selection for Hierarchical Deep Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2583-2591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157298"}
@inproceedings{bb161442,
AUTHOR = "Kalantidis, Y. and Mellina, C. and Osindero, S.",
TITLE = "Cross-Dimensional Weighting for Aggregated Deep Convolutional Features",
BOOKTITLE = WebScale16,
YEAR = "2016",
PAGES = "I: 685-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157299"}
@inproceedings{bb161443,
AUTHOR = "Papadopoulos, G.T. and Machairidou, E. and Daras, P.",
TITLE = "Deep cross-layer activation features for visual recognition",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "923-927",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157300"}
@inproceedings{bb161444,
AUTHOR = "Qi, M.S. and Wang, Y.H.",
TITLE = "DEEP-CSSR: Scene classification using category-specific salient
region with deep features",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1047-1051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157301"}
@inproceedings{bb161445,
AUTHOR = "Anantrasirichai, N. and Gilchrist, I.D. and Bull, D.R.",
TITLE = "Visual salience and priority estimation for locomotion using a deep
convolutional neural network",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1599-1603",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157302"}
@inproceedings{bb161446,
AUTHOR = "Chaabouni, S. and Benois Pineau, J. and Ben Amar, C.",
TITLE = "Transfer learning with deep networks for saliency prediction in
natural video",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1604-1608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157303"}
@inproceedings{bb161447,
AUTHOR = "Makantasis, K. and Doulamis, A. and Doulamis, N. and Psychas, K.",
TITLE = "Deep learning based human behavior recognition in industrial
workflows",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1609-1613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157304"}
@inproceedings{bb161448,
AUTHOR = "Gaur, U. and Kourakis, M. and Newman Smith, E. and Smith, W. and Manjunath, B.S.",
TITLE = "Membrane segmentation via active learning with deep networks",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1943-1947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157305"}
@inproceedings{bb161449,
AUTHOR = "Porter, R.B. and Zimmer, B.G.",
TITLE = "Deep segmentation networks using 'simple' multi-layered graphical
models",
BOOKTITLE = Southwest16,
YEAR = "2016",
PAGES = "41-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157306"}
@inproceedings{bb161450,
AUTHOR = "Hiranandani, G. and Karnick, H.",
TITLE = "Improved Classification and Reconstruction by Introducing
Independence and Randomization in Deep Neural Networks",
BOOKTITLE = DICTA15,
YEAR = "2015",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157307"}
@inproceedings{bb161451,
AUTHOR = "Ueki, K. and Kobayashi, T.",
TITLE = "Multi-layer feature extractions for image classification:
Knowledge from deep CNNs",
BOOKTITLE = WSSIP15,
YEAR = "2015",
PAGES = "9-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157308"}
@inproceedings{bb161452,
AUTHOR = "Kobayashi, T. and Ueki, K.",
TITLE = "Multi-layer feature extractions for image classification:
Knowledge from deep CNNs",
BOOKTITLE = WSSIP15,
YEAR = "2015",
PAGES = "9-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157308"}
@inproceedings{bb161453,
AUTHOR = "Ba, J.L. and Swersky, K. and Fidler, S. and Salakhutdinov, R.",
TITLE = "Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual
Descriptions",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4247-4255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157309"}
@inproceedings{bb161454,
AUTHOR = "Huang, J.J. and Qiu, Q. and Calderbank, R. and Sapiro, G.",
TITLE = "Geometry-Aware Deep Transform",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4139-4147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157310"}
@inproceedings{bb161455,
AUTHOR = "Aubry, M. and Russell, B.C.",
TITLE = "Understanding Deep Features with Computer-Generated Imagery",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2875-2883",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157311"}
@inproceedings{bb161456,
AUTHOR = "Cheng, Y. and Yu, F.X. and Feris, R.S. and Kumar, S. and Choudhary, A. and Chang, S.F.",
TITLE = "An Exploration of Parameter Redundancy in Deep Networks with
Circulant Projections",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2857-2865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157312"}
@inproceedings{bb161457,
AUTHOR = "Feng, J. and Darrell, T.J.",
TITLE = "Learning the Structure of Deep Convolutional Networks",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2749-2757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157313"}
@inproceedings{bb161458,
AUTHOR = "Wu, R. and Wang, B. and Wang, W. and Yu, Y.",
TITLE = "Harvesting Discriminative Meta Objects with Deep CNN Features for
Scene Classification",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1287-1295",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157314"}
@inproceedings{bb161459,
AUTHOR = "Yan, Z. and Zhang, H. and Piramuthu, R. and Jagadeesh, V. and de Coste, D. and Di, W. and Yu, Y.",
TITLE = "HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large
Scale Visual Recognition",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2740-2748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157315"}
@inproceedings{bb161460,
AUTHOR = "Simo Serra, E. and Trulls, E. and Ferraz, L. and Kokkinos, I. and Fua, P. and Moreno Noguer, F.",
TITLE = "Discriminative Learning of Deep Convolutional Feature Point
Descriptors",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "118-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157316"}
@inproceedings{bb161461,
AUTHOR = "Monti, F. and Boscaini, D. and Masci, J. and Rodola, E. and Svoboda, J. and Bronstein, M.M.",
TITLE = "Geometric Deep Learning on Graphs and Manifolds Using Mixture Model
CNNs",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5425-5434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157317"}
@inproceedings{bb161462,
AUTHOR = "Gordo, A. and Gaidon, A. and Perronnin, F.",
TITLE = "Deep Fishing: Gradient Features from Deep Nets",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157318"}
@inproceedings{bb161463,
AUTHOR = "Thewlis, J. and Zheng, S. and Torr, P.H.S. and Vedaldi, A.",
TITLE = "Fully-trainable deep matching",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157319"}
@inproceedings{bb161464,
AUTHOR = "Bilen, H. and Vedaldi, A.",
TITLE = "Weakly Supervised Deep Detection Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2846-2854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157320"}
@inproceedings{bb161465,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Deep Context Modeling for Semantic Segmentation",
BOOKTITLE = WACV17,
YEAR = "2017",
PAGES = "56-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157321"}
@inproceedings{bb161466,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Deeper and wider fully convolutional network coupled with conditional
random fields for scene labeling",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1344-1348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157322"}
@inproceedings{bb161467,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Improving deep convolutional neural networks with unsupervised
feature learning",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2270-2274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157323"}
@inproceedings{bb161468,
AUTHOR = "Talathi, S.S.",
TITLE = "Hyper-parameter optimization of deep convolutional networks for
object recognition",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3982-3986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157324"}
@inproceedings{bb161469,
AUTHOR = "Yamashita, T. and Tanaka, M. and Yamauchi, Y. and Fujiyoshi, H.",
TITLE = "SWAP-NODE:
A regularization approach for deep convolutional neural networks",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2475-2479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157325"}
@inproceedings{bb161470,
AUTHOR = "Afzal, M.Z. and Capobianco, S. and Malik, M.I. and Marinai, S. and Breuel, T.M. and Dengel, A. and Liwicki, M.",
TITLE = "Deepdocclassifier:
Document classification with deep Convolutional Neural Network",
BOOKTITLE = ICDAR15,
YEAR = "2015",
PAGES = "1111-1115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157326"}
@inproceedings{bb161471,
AUTHOR = "Christodoulidis, S. and Anthimopoulos, M. and Mougiakakou, S.",
TITLE = "Food Recognition for Dietary Assessment Using Deep Convolutional Neural
Networks",
BOOKTITLE = MADiMa15,
YEAR = "2015",
PAGES = "458-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157327"}
@inproceedings{bb161472,
AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
TITLE = "Mid-level deep pattern mining",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "971-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157328"}
@inproceedings{bb161473,
AUTHOR = "Amthor, M. and Rodner, E. and Denzler, J.",
TITLE = "Impatient DNNs: Deep Neural Networks with Dynamic Time Budgets",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157329"}
@inproceedings{bb161474,
AUTHOR = "Simon, M. and Rodner, E.",
TITLE = "Neural Activation Constellations: Unsupervised Part Model Discovery
with Convolutional Networks",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1143-1151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157330"}
@inproceedings{bb161475,
AUTHOR = "Denzler, J. and Rodner, E. and Simon, M.",
TITLE = "Convolutional Neural Networks as a Computational Model for the
Underlying Processes of Aesthetics Perception",
BOOKTITLE = CVAA16,
YEAR = "2016",
PAGES = "I: 871-887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157331"}
@inproceedings{bb161476,
AUTHOR = "Simon, M. and Rodner, E. and Denzler, J.",
TITLE = "Part Detector Discovery in Deep Convolutional Neural Networks",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 162-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157332"}
@inproceedings{bb161477,
AUTHOR = "Ng, J.Y.H. and Hausknecht, M. and Vijayanarasimhan, S. and Vinyals, O. and Monga, R. and Toderici, G.",
TITLE = "Beyond short snippets: Deep networks for video classification",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4694-4702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157333"}
@inproceedings{bb161478,
AUTHOR = "Chen, G.B. and Han, T.X. and He, Z.H. and Kays, R. and Forrester, T.",
TITLE = "Deep convolutional neural network based species recognition for wild
animal monitoring",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "858-862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157334"}
@inproceedings{bb161479,
AUTHOR = "Hafemann, L.G. and Oliveira, L.S. and Cavalin, P.",
TITLE = "Forest Species Recognition Using Deep Convolutional Neural Networks",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1103-1107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157335"}
@inproceedings{bb161480,
AUTHOR = "Gatta, C. and Romero, A. and van de Veijer, J.",
TITLE = "Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep
Networks",
BOOKTITLE = DeepLearn14,
YEAR = "2014",
PAGES = "504-511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157336"}
@inproceedings{bb161481,
AUTHOR = "Yin, X.C. and Yang, C. and Pei, W.Y. and Hao, H.W.",
TITLE = "Shallow Classification or Deep Learning: An Experimental Study",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1904-1909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157337"}
@inproceedings{bb161482,
AUTHOR = "Kekec, T. and Emonet, R. and Fromont, E. and Tremeau, A. and Wolf, C.",
TITLE = "Contextually Constrained Deep Networks for Scene Labeling",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157338"}
@inproceedings{bb161483,
AUTHOR = "Zhong, S.H. and Liu, Y. and Chung, F.L. and Wu, G.S.",
TITLE = "Semiconducting bilinear deep learning for incomplete image recognition",
BOOKTITLE = ICMR12,
YEAR = "2012",
PAGES = "32",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157339"}
@inproceedings{bb161484,
AUTHOR = "Ciregan, D. and Meier, U. and Schmidhuber, J.",
TITLE = "Multi-column deep neural networks for image classification",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "3642-3649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT157340"}
@article{bb161485,
AUTHOR = "Ghesu, F.C. and Georgescu, B. and Zheng, Y. and Grbic, S. and Maier, A. and Hornegger, J. and Comaniciu, D.",
TITLE = "Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark
Detection in CT Scans",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "176-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157341"}
@article{bb161486,
AUTHOR = "Wu, F. and Wang, Z.H. and Lu, W.M. and Li, X. and Yang, Y. and Luo, J.B. and Zhuang, Y.T.",
TITLE = "Regularized Deep Belief Network for Image Attribute Detection",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "1464-1477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157342"}
@article{bb161487,
AUTHOR = "Lee, H. and Kwon, H.",
TITLE = "Going Deeper With Contextual CNN for Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "10",
MONTH = "October",
PAGES = "4843-4855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157343"}
@article{bb161488,
AUTHOR = "Wang, K. and Zhang, D.Y. and Li, Y. and Zhang, R.M. and Lin, L.",
TITLE = "Cost-Effective Active Learning for Deep Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "2591-2600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157344"}
@article{bb161489,
AUTHOR = "Liu, Y.F. and Zhong, Y.F. and Fei, F. and Zhu, Q.Q. and Qin, Q.Q.",
TITLE = "Scene Classification Based on a Deep Random-Scale Stretched
Convolutional Neural Network",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157345"}
@article{bb161490,
AUTHOR = "Liu, Y.F. and Zhong, Y.F. and Qin, Q.Q.",
TITLE = "Scene Classification Based on Multiscale Convolutional Neural Network",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "7109-7121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157346"}
@article{bb161491,
AUTHOR = "Zhou, Y.C. and Hu, Q.H. and Wang, Y.",
TITLE = "Deep super-class learning for long-tail distributed image
classification",
JOURNAL = PR,
VOLUME = "80",
YEAR = "2018",
PAGES = "118-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157347"}
@article{bb161492,
AUTHOR = "Zheng, X.T. and Yuan, Y. and Lu, X.Q.",
TITLE = "A Deep Scene Representation for Aerial Scene Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "4799-4809",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157348"}
@article{bb161493,
AUTHOR = "Liao, Z.B. and Drummond, T. and Reid, I.D. and Carneiro, G.",
TITLE = "Approximate Fisher Information Matrix to Characterize the Training of
Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "15-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157349"}
@inproceedings{bb161494,
AUTHOR = "Liao, Z.B. and Carneiro, G.",
TITLE = "On the importance of normalisation layers in deep learning with
piecewise linear activation units",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157350"}
@inproceedings{bb161495,
AUTHOR = "Zhuang, B. and Lin, G. and Shen, C. and Reid, I.D.",
TITLE = "Fast Training of Triplet-Based Deep Binary Embedding Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5955-5964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157351"}
@article{bb161496,
AUTHOR = "Lyu, K. and Li, Y. and Zhang, Z.",
TITLE = "Attention-Aware Multi-Task Convolutional Neural Networks",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
NUMBER = "1",
PAGES = "1867-1878",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157352"}
@article{bb161497,
AUTHOR = "Zhang, D.W. and Han, J.W. and Zhang, Y. and Xu, D.",
TITLE = "Synthesizing Supervision for Learning Deep Saliency Network without
Human Annotation",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1755-1769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157353"}
@article{bb161498,
AUTHOR = "Santiago, C. and Barata, C. and Sasdelli, M. and Carneiro, G. and Nascimento, J.C.",
TITLE = "LOW: Training deep neural networks by learning optimal sample weights",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157354"}
@article{bb161499,
AUTHOR = "Dixit, M. and Li, Y.S. and Vasconcelos, N.M.",
TITLE = "Semantic Fisher Scores for Task Transfer:
Using Objects to Classify Scenes",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "3102-3118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157355"}
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