@inproceedings{bb157200,
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#TT153110"}
@inproceedings{bb157201,
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#TT153111"}
@inproceedings{bb157202,
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#TT153112"}
@inproceedings{bb157203,
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#TT153113"}
@inproceedings{bb157204,
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#TT153114"}
@inproceedings{bb157205,
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#TT153115"}
@inproceedings{bb157206,
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#TT153116"}
@inproceedings{bb157207,
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#TT153117"}
@inproceedings{bb157208,
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#TT153118"}
@inproceedings{bb157209,
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#TT153119"}
@inproceedings{bb157210,
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#TT153120"}
@inproceedings{bb157211,
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#TT153121"}
@inproceedings{bb157212,
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#TT153122"}
@inproceedings{bb157213,
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#TT153123"}
@inproceedings{bb157214,
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#TT153124"}
@inproceedings{bb157215,
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#TT153125"}
@inproceedings{bb157216,
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#TT153126"}
@inproceedings{bb157217,
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#TT153127"}
@inproceedings{bb157218,
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#TT153128"}
@inproceedings{bb157219,
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#TT153129"}
@inproceedings{bb157220,
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#TT153130"}
@inproceedings{bb157221,
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#TT153131"}
@inproceedings{bb157222,
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#TT153132"}
@inproceedings{bb157223,
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#TT153133"}
@inproceedings{bb157224,
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#TT153134"}
@inproceedings{bb157225,
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#TT153135"}
@inproceedings{bb157226,
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#TT153136"}
@inproceedings{bb157227,
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#TT153137"}
@inproceedings{bb157228,
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#TT153138"}
@inproceedings{bb157229,
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#TT153139"}
@inproceedings{bb157230,
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#TT153140"}
@inproceedings{bb157231,
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#TT153140"}
@inproceedings{bb157232,
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#TT153141"}
@inproceedings{bb157233,
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#TT153142"}
@inproceedings{bb157234,
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#TT153143"}
@inproceedings{bb157235,
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#TT153144"}
@inproceedings{bb157236,
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#TT153145"}
@inproceedings{bb157237,
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#TT153146"}
@inproceedings{bb157238,
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#TT153147"}
@inproceedings{bb157239,
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#TT153148"}
@inproceedings{bb157240,
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#TT153149"}
@inproceedings{bb157241,
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#TT153150"}
@inproceedings{bb157242,
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#TT153151"}
@inproceedings{bb157243,
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#TT153152"}
@inproceedings{bb157244,
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#TT153153"}
@inproceedings{bb157245,
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#TT153154"}
@inproceedings{bb157246,
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#TT153155"}
@inproceedings{bb157247,
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#TT153156"}
@inproceedings{bb157248,
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#TT153157"}
@inproceedings{bb157249,
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#TT153158"}
@inproceedings{bb157250,
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#TT153159"}
@inproceedings{bb157251,
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#TT153160"}
@inproceedings{bb157252,
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#TT153161"}
@inproceedings{bb157253,
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#TT153162"}
@inproceedings{bb157254,
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#TT153163"}
@inproceedings{bb157255,
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#TT153164"}
@inproceedings{bb157256,
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#TT153165"}
@inproceedings{bb157257,
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#TT153166"}
@inproceedings{bb157258,
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#TT153167"}
@inproceedings{bb157259,
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#TT153168"}
@inproceedings{bb157260,
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#TT153169"}
@inproceedings{bb157261,
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#TT153170"}
@inproceedings{bb157262,
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#TT153171"}
@inproceedings{bb157263,
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#TT153172"}
@article{bb157264,
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#TT153173"}
@article{bb157265,
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#TT153174"}
@article{bb157266,
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#TT153175"}
@article{bb157267,
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#TT153176"}
@article{bb157268,
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#TT153177"}
@article{bb157269,
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#TT153178"}
@article{bb157270,
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#TT153179"}
@article{bb157271,
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#TT153180"}
@article{bb157272,
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#TT153181"}
@inproceedings{bb157273,
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#TT153182"}
@inproceedings{bb157274,
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#TT153183"}
@article{bb157275,
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#TT153184"}
@article{bb157276,
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#TT153185"}
@article{bb157277,
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#TT153186"}
@article{bb157278,
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#TT153187"}
@inproceedings{bb157279,
AUTHOR = "Li, Y.S. and Dixit, M. and Vasconcelos, N.M.",
TITLE = "Deep Scene Image Classification with the MFAFVNet",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5757-5765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153188"}
@article{bb157280,
AUTHOR = "Luo, P. and Zhang, R.M. and Ren, J.M. and Peng, Z.L. and Li, J.Y.",
TITLE = "Switchable Normalization for Learning-to-Normalize Deep
Representation",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "712-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153189"}
@article{bb157281,
AUTHOR = "Liu, D. and Ning, J. and Wu, J.Z. and Yang, G.W.",
TITLE = "Extending Ordinary-Label Learning Losses to Complementary-Label
Learning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "852-856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153190"}
@article{bb157282,
AUTHOR = "Chen, Z. and Wu, X.J. and Xu, T.Y. and Kittler, J.V.",
TITLE = "Learning Alternating Deep-Layer Cascaded Representation",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1520-1524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153191"}
@inproceedings{bb157283,
AUTHOR = "Wang, R. and Wu, X.J. and Chen, Z.H. and Xu, T.Y. and Kittler, J.V.",
TITLE = "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:646-663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153192"}
@article{bb157284,
AUTHOR = "Fan, B. and Liu, H.M. and Zeng, H. and Zhang, J.Y. and Liu, X. and Han, J.W.",
TITLE = "Deep Unsupervised Binary Descriptor Learning Through Locality
Consistency and Self Distinctiveness",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2770-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153193"}
@article{bb157285,
AUTHOR = "Miao, Y.Q. and Lin, Z.J. and Ma, X. and Ding, G.G. and Han, J.G.",
TITLE = "Learning Transformation-Invariant Local Descriptors With Low-Coupling
Binary Codes",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "7554-7566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153194"}
@article{bb157286,
AUTHOR = "Zhao, T.Y. and Zhao, J. and Zhou, W.G. and Zhou, Y. and Li, H.Q.",
TITLE = "State Representation Learning With Adjacent State Consistency Loss
for Deep Reinforcement Learning",
JOURNAL = MultMedMag,
VOLUME = "28",
YEAR = "2021",
NUMBER = "3",
MONTH = "July",
PAGES = "117-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153195"}
@article{bb157287,
AUTHOR = "Lu, Z.Q. and Xu, C. and Du, B. and Ishida, T. and Zhang, L. and Sugiyama, M.",
TITLE = "LocalDrop: A Hybrid Regularization for Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3590-3601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153196"}
@article{bb157288,
AUTHOR = "Wang, Y.L. and Huang, G. and Song, S. and Pan, X. and Xia, Y.T. and Wu, C.",
TITLE = "Regularizing Deep Networks With Semantic Data Augmentation",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3733-3748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153197"}
@inproceedings{bb157289,
AUTHOR = "Pan, X. and Ge, C.J. and Lu, R. and Song, S. and Chen, G.F. and Huang, Z.Y. and Huang, G.",
TITLE = "On the Integration of Self-Attention and Convolution",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "805-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153198"}
@article{bb157290,
AUTHOR = "Kim, J. and Yoon, H. and Kim, M.S.",
TITLE = "Tweaking Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5715-5728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153199"}
@article{bb157291,
AUTHOR = "Li, Y. and Wang, Y.H. and Gan, Y.Z. and Tan, X.Y.",
TITLE = "Alleviating the estimation bias of deep deterministic policy gradient
via co-regularization",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153200"}
@article{bb157292,
AUTHOR = "Li, Y. and Wang, Y.H. and Tan, X.Y.",
TITLE = "Self-imitation guided goal-conditioned reinforcement learning",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153201"}
@article{bb157293,
AUTHOR = "Wang, D. and Tang, L. and Wang, X. and Luo, L.Q. and Yang, Z.X.",
TITLE = "Improving deep learning on point cloud by maximizing mutual
information across layers",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153202"}
@article{bb157294,
AUTHOR = "Lei, C.Y. and Xing, Y.Z. and Ouyang, H. and Chen, Q.F.",
TITLE = "Deep Video Prior for Video Consistency and Propagation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "356-371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153203"}
@article{bb157295,
AUTHOR = "Murdock, C. and Cazenavette, G. and Lucey, S.",
TITLE = "Reframing Neural Networks:
Deep Structure in Overcomplete Representations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "964-979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153204"}
@article{bb157296,
AUTHOR = "Wang, Z.W. and Xiao, H. and Duan, Y.Q. and Zhou, J. and Lu, J.W.",
TITLE = "Learning Deep Binary Descriptors via Bitwise Interaction Mining",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1919-1933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153205"}
@inproceedings{bb157297,
AUTHOR = "Duan, Y.Q. and Wang, Z.W. and Lu, J.W. and Lin, X.D. and Zhou, J.",
TITLE = "GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "8270-8279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153206"}
@article{bb157298,
AUTHOR = "Chen, D.D. and Davies, M. and Ehrhardt, M.J. and Schonlieb, C.B. and Sherry, F. and Tachella, J.",
TITLE = "Imaging With Equivariant Deep Learning:
From unrolled network design to fully unsupervised learning",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "134-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153207"}
@article{bb157299,
AUTHOR = "Tang, A. and Niu, L.F. and Miao, J.Y. and Zhang, P.",
TITLE = "Training Compact DNNs with L1/2 Regularization",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT153208"}
Last update:Oct 6, 2025 at 14:07:43