@inproceedings{bb143000, AUTHOR = "Zhao, J.J. and Lu, D.H. and Ma, K. and Zhang, Y. and Zheng, Y.F.", TITLE = "Deep Image Clustering with Category-style Representation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIV:54-70", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138992"} @inproceedings{bb143001, AUTHOR = "Chen, D.D. and Davies, M.E.", TITLE = "Deep Decomposition Learning for Inverse Imaging Problems", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVIII:510-526", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138993"} @inproceedings{bb143002, AUTHOR = "Huang, L. and Qin, J. and Liu, L. and Zhu, F. and Shao, L.", TITLE = "Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "II:384-401", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138994"} @inproceedings{bb143003, AUTHOR = "Li, D. and Chen, Q.F.", TITLE = "Deep Reinforced Attention Learning for Quality-Aware Visual Recognition", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVI: 493-509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138995"} @inproceedings{bb143004, AUTHOR = "Yong, H.W. and Huang, J.Q. and Meng, D.Y. and Hua, X.S. and Zhang, L.", TITLE = "Momentum Batch Normalization for Deep Learning with Small Batch Size", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XII: 224-240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138996"} @inproceedings{bb143005, AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Schon, T.B.", TITLE = "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", BOOKTITLE = SAIAD20, YEAR = "2020", PAGES = "1289-1298", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138997"} @inproceedings{bb143006, AUTHOR = "Le, E. and Kokkinos, I. and Mitra, N.J.", TITLE = "Going Deeper With Lean Point Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9500-9509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138998"} @inproceedings{bb143007, AUTHOR = "Zhang, X. and Qin, S. and Xu, Y. and Xu, H.", TITLE = "Quaternion Product Units for Deep Learning on 3D Rotation Groups", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "7302-7311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138999"} @inproceedings{bb143008, AUTHOR = "Song, J. and Chen, Y. and Ye, J. and Wang, X. and Shen, C. and Mao, F. and Song, M.", TITLE = "DEPARA: Deep Attribution Graph for Deep Knowledge Transferability", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3921-3929", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139000"} @inproceedings{bb143009, AUTHOR = "Wu, R. and Zhuang, Y.X. and Xu, K. and Zhang, H. and Chen, B.Q.", TITLE = "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "826-835", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139001"} @inproceedings{bb143010, AUTHOR = "Lee, E. and Lee, C.", TITLE = "NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1475-1484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139002"} @inproceedings{bb143011, AUTHOR = "Gao, S. and Huang, F. and Pei, J. and Huang, H.", TITLE = "Discrete Model Compression With Resource Constraint for Deep Neural Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1896-1905", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139003"} @inproceedings{bb143012, AUTHOR = "Nan, Y. and Ji, H.", TITLE = "Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "2385-2394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139004"} @inproceedings{bb143013, AUTHOR = "Singh, S. and Shrivastava, A.", TITLE = "EvalNorm: Estimating Batch Normalization Statistics for Evaluation", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "3632-3640", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT139005"} @inproceedings{bb143014, 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#TT139006"} @inproceedings{bb143015, 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#TT139007"} @inproceedings{bb143016, 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#TT139008"} @inproceedings{bb143017, 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#TT139009"} @inproceedings{bb143018, 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#TT139010"} @inproceedings{bb143019, 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#TT139011"} @inproceedings{bb143020, 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#TT139012"} @inproceedings{bb143021, 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#TT139013"} @inproceedings{bb143022, 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#TT139014"} @inproceedings{bb143023, 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#TT139015"} @inproceedings{bb143024, 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#TT139016"} @inproceedings{bb143025, 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#TT139017"} @inproceedings{bb143026, 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#TT139018"} @inproceedings{bb143027, 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#TT139019"} @inproceedings{bb143028, 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#TT139020"} @inproceedings{bb143029, 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#TT139021"} @inproceedings{bb143030, 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#TT139022"} @inproceedings{bb143031, 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#TT139023"} @inproceedings{bb143032, 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#TT139024"} @inproceedings{bb143033, 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#TT139025"} @inproceedings{bb143034, 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#TT139026"} @inproceedings{bb143035, 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#TT139027"} @inproceedings{bb143036, 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#TT139028"} @inproceedings{bb143037, 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#TT139029"} @inproceedings{bb143038, 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#TT139030"} @inproceedings{bb143039, 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#TT139031"} @inproceedings{bb143040, 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#TT139032"} @inproceedings{bb143041, 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#TT139033"} @inproceedings{bb143042, AUTHOR = "Guo, Y. 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#TT139034"} @inproceedings{bb143043, 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#TT139035"} @inproceedings{bb143044, 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#TT139036"} @inproceedings{bb143045, 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#TT139037"} @inproceedings{bb143046, 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#TT139038"} @inproceedings{bb143047, 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#TT139039"} @inproceedings{bb143048, 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#TT139040"} @inproceedings{bb143049, 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#TT139041"} @inproceedings{bb143050, 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#TT139042"} @inproceedings{bb143051, 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#TT139043"} @inproceedings{bb143052, 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#TT139044"} @inproceedings{bb143053, 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#TT139045"} @inproceedings{bb143054, 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#TT139046"} @inproceedings{bb143055, 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#TT139047"} @inproceedings{bb143056, 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#TT139048"} @inproceedings{bb143057, 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#TT139049"} @inproceedings{bb143058, 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#TT139050"} @inproceedings{bb143059, 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#TT139051"} @inproceedings{bb143060, 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#TT139052"} @inproceedings{bb143061, 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#TT139053"} @inproceedings{bb143062, 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#TT139054"} @inproceedings{bb143063, 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#TT139055"} @inproceedings{bb143064, 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#TT139056"} @inproceedings{bb143065, 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#TT139057"} @inproceedings{bb143066, 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#TT139057"} @inproceedings{bb143067, 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#TT139058"} @inproceedings{bb143068, 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#TT139059"} @inproceedings{bb143069, 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#TT139060"} @inproceedings{bb143070, 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#TT139061"} @inproceedings{bb143071, 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#TT139062"} @inproceedings{bb143072, 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#TT139063"} @inproceedings{bb143073, 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#TT139064"} @inproceedings{bb143074, 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#TT139065"} @inproceedings{bb143075, 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#TT139066"} @inproceedings{bb143076, 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#TT139067"} @inproceedings{bb143077, 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#TT139068"} @inproceedings{bb143078, 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#TT139069"} @inproceedings{bb143079, 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#TT139070"} @inproceedings{bb143080, 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#TT139071"} @inproceedings{bb143081, 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#TT139072"} @inproceedings{bb143082, 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#TT139073"} @inproceedings{bb143083, 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#TT139074"} @inproceedings{bb143084, 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#TT139075"} @inproceedings{bb143085, 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#TT139076"} @inproceedings{bb143086, 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#TT139077"} @inproceedings{bb143087, 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#TT139078"} @inproceedings{bb143088, 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#TT139079"} @inproceedings{bb143089, 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#TT139080"} @inproceedings{bb143090, 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#TT139081"} @inproceedings{bb143091, 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#TT139082"} @inproceedings{bb143092, 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#TT139083"} @inproceedings{bb143093, 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#TT139084"} @inproceedings{bb143094, 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#TT139085"} @inproceedings{bb143095, 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#TT139086"} @inproceedings{bb143096, 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#TT139087"} @inproceedings{bb143097, 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#TT139088"} @inproceedings{bb143098, 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#TT139089"} @article{bb143099, 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#TT139090"}