@inproceedings{bb105800,
AUTHOR = "Dahia, G. and Santos, M. and Segundo, M.P.",
TITLE = "A study of CNN outside of training conditions",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3820-3824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102241"}
@inproceedings{bb105801,
AUTHOR = "Jeon, S.R. and Kim, S.R. and Sohn, K.H.",
TITLE = "Convolutional feature pyramid fusion via attention network",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1007-1011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102242"}
@inproceedings{bb105802,
AUTHOR = "Ishii, M. and Sato, A.",
TITLE = "Layer-Wise Weight Decay for Deep Neural Networks",
BOOKTITLE = PSIVT17,
YEAR = "2017",
PAGES = "276-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102243"}
@inproceedings{bb105803,
AUTHOR = "Cardona Escobar, A.F. and Giraldo Forero, A.F. and Castro Ospina, A.E. and Jaramillo Garzon, J.A.",
TITLE = "Efficient Hyperparameter Optimization in Convolutional Neural Networks
by Learning Curves Prediction",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "143-151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102244"}
@inproceedings{bb105804,
AUTHOR = "Zhong, Y. and Ettinger, G.",
TITLE = "Enlightening Deep Neural Networks with Knowledge of Confounding
Factors",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "1077-1086",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102245"}
@inproceedings{bb105805,
AUTHOR = "Gupta, A. and Duggal, R.",
TITLE = "P-TELU: Parametric Tan Hyperbolic Linear Unit Activation for Deep
Neural Networks",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "974-978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102246"}
@inproceedings{bb105806,
AUTHOR = "Kolkin, N. and Shakhnarovich, G. and Shechtman, E.",
TITLE = "Training Deep Networks to be Spatially Sensitive",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5669-5678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102247"}
@inproceedings{bb105807,
AUTHOR = "Yu, A. and Grauman, K.",
TITLE = "Semantic Jitter:
Dense Supervision for Visual Comparisons via Synthetic Images",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5571-5580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102248"}
@inproceedings{bb105808,
AUTHOR = "Marcos, D. and Volpi, M. and Komodakis, N. and Tuia, D.",
TITLE = "Rotation Equivariant Vector Field Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5058-5067",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102249"}
@inproceedings{bb105809,
AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
TITLE = "ThiNet:
A Filter Level Pruning Method for Deep Neural Network Compression",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5068-5076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102250"}
@inproceedings{bb105810,
AUTHOR = "Simon, M. and Gao, Y. and Darrell, T.J. and Denzler, J. and Rodner, E.",
TITLE = "Generalized Orderless Pooling Performs Implicit Salient Matching",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4970-4979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102251"}
@inproceedings{bb105811,
AUTHOR = "Zhang, T. and Qi, G.J. and Xiao, B. and Wang, J.D.",
TITLE = "Interleaved Group Convolutions",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4383-4392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102252"}
@inproceedings{bb105812,
AUTHOR = "Zhang, F.H. and Wah, B.W.",
TITLE = "Supplementary Meta-Learning:
Towards a Dynamic Model for Deep Neural Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4354-4363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102253"}
@inproceedings{bb105813,
AUTHOR = "Morerio, P. and Cavazza, J. and Volpi, R. and Vidal, R. and Murino, V.",
TITLE = "Curriculum Dropout",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "3564-3572",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102254"}
@inproceedings{bb105814,
AUTHOR = "Wang, G. and Xie, X. and Lai, J. and Zhuo, J.",
TITLE = "Deep Growing Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2831-2839",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102255"}
@inproceedings{bb105815,
AUTHOR = "Kamiya, R. and Yamashita, T. and Ambai, M. and Sato, I. and Yamauchi, Y. and Fujiyoshi, H.",
TITLE = "Binary-Decomposed DCNN for Accelerating Computation and Compressing
Model Without Retraining",
BOOKTITLE = CEFR-LCV17,
YEAR = "2017",
PAGES = "1095-1102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102256"}
@inproceedings{bb105816,
AUTHOR = "Zhangy, Y. and Ozayy, M. and Li, S. and Okatani, T.",
TITLE = "Truncating Wide Networks Using Binary Tree Architectures",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2116-2124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102257"}
@inproceedings{bb105817,
AUTHOR = "Li, Y.H. and Wang, N.Y. and Liu, J.Y. and Hou, X.D.",
TITLE = "Factorized Bilinear Models for Image Recognition",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2098-2106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102258"}
@inproceedings{bb105818,
AUTHOR = "Wang, Y. and Xie, L.X. and Liu, C.X. and Qiao, S.Y. and Zhang, Y. and Zhang, W.J. and Tian, Q. and Yuille, A.L.",
TITLE = "SORT: Second-Order Response Transform for Visual Recognition",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1368-1377",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102259"}
@inproceedings{bb105819,
AUTHOR = "Dai, J.F. and Qi, H.Z. and Xiong, Y. and Li, Y. and Zhang, G.D. and Hu, H. and Wei, Y.C.",
TITLE = "Deformable Convolutional Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "764-773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102260"}
@inproceedings{bb105820,
AUTHOR = "Wen, W. and Xu, C. and Wu, C. and Wang, Y. and Chen, Y. and Li, H.",
TITLE = "Coordinating Filters for Faster Deep Neural Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "658-666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102261"}
@inproceedings{bb105821,
AUTHOR = "Osherov, E. and Lindenbaum, M.",
TITLE = "Increasing CNN Robustness to Occlusions by Reducing Filter Support",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "550-561",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102262"}
@inproceedings{bb105822,
AUTHOR = "Cecconi, L. and Smets, S. and Benini, L. and Verhelst, M.",
TITLE = "Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs",
BOOKTITLE = ACIVS17,
YEAR = "2017",
PAGES = "89-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102263"}
@inproceedings{bb105823,
AUTHOR = "Rueda, F.M. and Grzeszick, R. and Fink, G.A.",
TITLE = "Neuron Pruning for Compressing Deep Networks Using Maxout Architectures",
BOOKTITLE = GCPR17,
YEAR = "2017",
PAGES = "177-188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102264"}
@inproceedings{bb105824,
AUTHOR = "Ceruti, C. and Campadelli, P. and Casiraghi, E.",
TITLE = "Linear Regularized Compression of Deep Convolutional Neural Networks",
BOOKTITLE = CIAP17,
YEAR = "2017",
PAGES = "I:244-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102265"}
@inproceedings{bb105825,
AUTHOR = "Kobler, E. and Klatzer, T. and Hammernik, K. and Pock, T.",
TITLE = "Variational Networks: Connecting Variational Methods and Deep Learning",
BOOKTITLE = GCPR17,
YEAR = "2017",
PAGES = "281-293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102266"}
@inproceedings{bb105826,
AUTHOR = "Xie, D. and Xiong, J. and Pu, S.",
TITLE = "All You Need is Beyond a Good Init: Exploring Better Solution for
Training Extremely Deep Convolutional Neural Networks with
Orthonormality and Modulation",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5075-5084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102267"}
@inproceedings{bb105827,
AUTHOR = "Zhai, S.F. and Wu, H. and Kumar, A. and Cheng, Y. and Lu, Y.X. and Zhang, Z.F. and Feris, R.",
TITLE = "S3Pool: Pooling with Stochastic Spatial Sampling",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4003-4011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102268"}
@inproceedings{bb105828,
AUTHOR = "Chen, B.H. and Deng, W.H. and Du, J.P.",
TITLE = "Noisy Softmax: Improving the Generalization Ability of DCNN via
Postponing the Early Softmax Saturation",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4021-4030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102269"}
@inproceedings{bb105829,
AUTHOR = "Wei, Z. and Sun, Y. and Wang, J.Q. and Lai, H.J. and Liu, S.",
TITLE = "Learning Adaptive Receptive Fields for Deep Image Parsing Network",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3947-3955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102270"}
@inproceedings{bb105830,
AUTHOR = "Wang, P.S. and Cheng, J.",
TITLE = "Fixed-Point Factorized Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3966-3974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102271"}
@inproceedings{bb105831,
AUTHOR = "Patrini, G. and Rozza, A. and Menon, A.K. and Nock, R. and Qu, L.Z.",
TITLE = "Making Deep Neural Networks Robust to Label Noise:
A Loss Correction Approach",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "2233-2241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102272"}
@inproceedings{bb105832,
AUTHOR = "Jeon, Y. and Kim, J.",
TITLE = "Active Convolution:
Learning the Shape of Convolution for Image Classification",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1846-1854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102273"}
@inproceedings{bb105833,
AUTHOR = "Chollet, F.",
TITLE = "Xception: Deep Learning with Depthwise Separable Convolutions",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1800-1807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102274"}
@inproceedings{bb105834,
AUTHOR = "Zamir, A.R. and Wu, T.L. and Sun, L. and Shen, W.B. and Shi, B.E. and Malik, J. and Savarese, S.",
TITLE = "Feedback Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1808-1817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102275"}
@inproceedings{bb105835,
AUTHOR = "Harley, A.W. and Derpanis, K.G. and Kokkinos, I.",
TITLE = "Segmentation-Aware Convolutional Networks Using Local Attention Masks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5048-5057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102276"}
@inproceedings{bb105836,
AUTHOR = "Kokkinos, I.",
TITLE = "UberNet: Training a Universal Convolutional Neural Network for Low-,
Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5454-5463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102277"}
@inproceedings{bb105837,
AUTHOR = "Cui, Y. and Zhou, F. and Wang, J. and Liu, X. and Lin, Y. and Belongie, S.J.",
TITLE = "Kernel Pooling for Convolutional Neural Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3049-3058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102278"}
@inproceedings{bb105838,
AUTHOR = "Bagherinezhad, H. and Rastegari, M. and Farhadi, A.",
TITLE = "LCNN: Lookup-Based Convolutional Neural Network",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "860-869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102279"}
@inproceedings{bb105839,
AUTHOR = "Juefei Xu, F. and Boddeti, V.N. and Savvides, M.",
TITLE = "Local Binary Convolutional Neural Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4284-4293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102280"}
@inproceedings{bb105840,
AUTHOR = "Juefei Xu, F. and Savvides, M.",
TITLE = "Learning to Invert Local Binary Patterns",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102281"}
@inproceedings{bb105841,
AUTHOR = "Kossaifi, J. and Khanna, A. and Lipton, Z. and Furlanello, T. and Anandkumar, A.",
TITLE = "Tensor Contraction Layers for Parsimonious Deep Nets",
BOOKTITLE = Tensor17,
YEAR = "2017",
PAGES = "1940-1946",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102282"}
@inproceedings{bb105842,
AUTHOR = "Liu, X. and Li, S. and Kan, M. and Shan, S. and Chen, X.",
TITLE = "Self-Error-Correcting Convolutional Neural Network for Learning with
Noisy Labels",
BOOKTITLE = FG17,
YEAR = "2017",
PAGES = "111-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102283"}
@inproceedings{bb105843,
AUTHOR = "Araujo, T. and Aresta, G. and Almada Lobo, B. and Mendonca, A.M. and Campilho, A.",
TITLE = "Improving Convolutional Neural Network Design via Variable Neighborhood
Search",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "371-379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102284"}
@inproceedings{bb105844,
AUTHOR = "Ibrahim, A. and Abbott, A.L. and Hussein, M.E.",
TITLE = "Input Fast-Forwarding for Better Deep Learning",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "363-370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102285"}
@inproceedings{bb105845,
AUTHOR = "Hernandez, G. and Zamora, E. and Sossa, H.",
TITLE = "Comparing Deep and Dendrite Neural Networks: A Case Study",
BOOKTITLE = MCPR17,
YEAR = "2017",
PAGES = "32-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102286"}
@inproceedings{bb105846,
AUTHOR = "Roy, A. and Todorovic, S.",
TITLE = "Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "97-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102287"}
@inproceedings{bb105847,
AUTHOR = "Xu, X. and Todorovic, S.",
TITLE = "Beam search for learning a deep Convolutional Neural Network of 3D
shapes",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3506-3511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102288"}
@inproceedings{bb105848,
AUTHOR = "Gwon, Y. and Cha, M. and Kung, H.T.",
TITLE = "Deep Sparse-coded Network (DSN)",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2610-2615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102289"}
@inproceedings{bb105849,
AUTHOR = "Teerapittayanon, S. and McDanel, B. and Kung, H.T.",
TITLE = "BranchyNet:
Fast inference via early exiting from deep neural networks",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2464-2469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102290"}
@inproceedings{bb105850,
AUTHOR = "Pham, T. and Tran, T. and Phung, D. and Venkatesh, S.",
TITLE = "Faster training of very deep networks via p-norm gates",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3542-3547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102291"}
@inproceedings{bb105851,
AUTHOR = "Tabernik, D. and Kristan, M. and Wyatt, J.L. and Leonardis, A.",
TITLE = "Towards deep compositional networks",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3470-3475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102292"}
@inproceedings{bb105852,
AUTHOR = "Kabkab, M. and Hand, E. and Chellappa, R.",
TITLE = "On the size of Convolutional Neural Networks and generalization
performance",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3572-3577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102293"}
@inproceedings{bb105853,
AUTHOR = "Uchida, K. and Tanaka, M. and Okutomi, M.",
TITLE = "Coupled convolution layer for convolutional neural network",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3548-3553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102294"}
@inproceedings{bb105854,
AUTHOR = "Wang, Y.Q. and Li, Y. and Porikli, F.M.",
TITLE = "Finetuning Convolutional Neural Networks for visual aesthetics",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3554-3559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102295"}
@inproceedings{bb105855,
AUTHOR = "Burlina, P.",
TITLE = "MRCNN: A stateful Fast R-CNN",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3518-3523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102296"}
@inproceedings{bb105856,
AUTHOR = "Tobias, L. and Ducournau, A. and Rousseau, F. and Mercier, G. and Fablet, R.",
TITLE = "Convolutional Neural Networks for object recognition on mobile
devices: A case study",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3530-3535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102297"}
@inproceedings{bb105857,
AUTHOR = "Afridi, M.J. and Ross, A. and Shapiro, E.M.",
TITLE = "L-CNN: Exploiting labeling latency in a CNN learning framework",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2156-2161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102298"}
@inproceedings{bb105858,
AUTHOR = "Ghaderi, A. and Athitsos, V.",
TITLE = "Selective unsupervised feature learning with Convolutional Neural
Network (S-CNN)",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2486-2490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102299"}
@inproceedings{bb105859,
AUTHOR = "Kading, C. and Rodner, E. and Freytag, A. and Denzler, J.",
TITLE = "Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios",
BOOKTITLE = DeepVisual16,
YEAR = "2016",
PAGES = "III: 588-605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102300"}
@inproceedings{bb105860,
AUTHOR = "Kirillov, A. and Schlesinger, D. and Zheng, S. and Savchynskyy, B. and Torr, P.H.S. and Rother, C.",
TITLE = "Joint Training of Generic CNN-CRF Models with Stochastic Optimization",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "II: 221-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102301"}
@inproceedings{bb105861,
AUTHOR = "Gao, Y. and Liu, Z. and Wang, D.",
TITLE = "Error models of finite word length arithmetic in CNN accelerator
design",
BOOKTITLE = VCIP16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102302"}
@inproceedings{bb105862,
AUTHOR = "Shaheen, F. and Verma, B. and Asafuddoula, M.",
TITLE = "Impact of Automatic Feature Extraction in Deep Learning Architecture",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102303"}
@inproceedings{bb105863,
AUTHOR = "Mao, F.L. and Xiong, W. and Du, B. and Zhang, L.",
TITLE = "Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual
Recognition",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "II: 368-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102304"}
@inproceedings{bb105864,
AUTHOR = "Liu, Y. and Guo, Y.M. and Lew, M.S.",
TITLE = "On the Exploration of Convolutional Fusion Networks for Visual
Recognition",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "I: 277-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102305"}
@inproceedings{bb105865,
AUTHOR = "Ujiie, T. and Hiromoto, M. and Sato, T.",
TITLE = "Approximated Prediction Strategy for Reducing Power Consumption of
Convolutional Neural Network Processor",
BOOKTITLE = ECVW16,
YEAR = "2016",
PAGES = "870-876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102306"}
@inproceedings{bb105866,
AUTHOR = "Honari, S. and Yosinski, J. and Vincent, P. and Pal, C.",
TITLE = "Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5743-5752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102307"}
@inproceedings{bb105867,
AUTHOR = "Hu, P.Y. and Ramanan, D.",
TITLE = "Bottom-Up and Top-Down Reasoning with Hierarchical Rectified
Gaussians",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5600-5609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102308"}
@inproceedings{bb105868,
AUTHOR = "Lavin, A. and Gray, S.",
TITLE = "Fast Algorithms for Convolutional Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4013-4021",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102309"}
@inproceedings{bb105869,
AUTHOR = "Misra, I. and Shrivastava, A. and Gupta, A. and Hebert, M.",
TITLE = "Cross-Stitch Networks for Multi-task Learning",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3994-4003",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102310"}
@inproceedings{bb105870,
AUTHOR = "Hu, H.X. and Zhou, G.T. and Deng, Z.W. and Liao, Z.C. and Mori, G.",
TITLE = "Learning Structured Inference Neural Networks with Label Relations",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2960-2968",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102311"}
@inproceedings{bb105871,
AUTHOR = "Szegedy, C. and Vanhoucke, V. and Ioffe, S. and Shlens, J. and Wojna, Z.",
TITLE = "Rethinking the Inception Architecture for Computer Vision",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2818-2826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102312"}
@inproceedings{bb105872,
AUTHOR = "Jain, A. and Zamir, A.R. and Savarese, S. and Saxena, A.",
TITLE = "Structural-RNN: Deep Learning on Spatio-Temporal Graphs",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5308-5317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102313"}
@inproceedings{bb105873,
AUTHOR = "Xie, L. and Wang, J. and Wei, Z. and Wang, M. and Tian, Q.",
TITLE = "DisturbLabel: Regularizing CNN on the Loss Layer",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4753-4762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102314"}
@inproceedings{bb105874,
AUTHOR = "Cohen, N. and Sharir, O. and Shashua, A.",
TITLE = "Deep SimNets",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4782-4791",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102315"}
@inproceedings{bb105875,
AUTHOR = "Shankar, S. and Robertson, D. and Ioannou, Y. and Criminisi, A. and Cipolla, R.",
TITLE = "Refining Architectures of Deep Convolutional Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2212-2220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102316"}
@inproceedings{bb105876,
AUTHOR = "Chen, H.G. and Jayasuriya, S. and Yang, J. and Stephen, J. and Sivaramakrishnan, S. and Veeraraghavan, A. and Molnar, A.",
TITLE = "ASP Vision: Optically Computing the First Layer of Convolutional
Neural Networks Using Angle Sensitive Pixels",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "903-912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102317"}
@inproceedings{bb105877,
AUTHOR = "Wang, J.D. and Yuille, A.L. and Tian, Q.",
TITLE = "InterActive: Inter-Layer Activeness Propagation",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "270-279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102318"}
@inproceedings{bb105878,
AUTHOR = "Jacobsen, J.H. and van Gemert, J.C. and Lou, Z. and Smeulders, A.W.M.",
TITLE = "Structured Receptive Fields in CNNs",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2610-2619",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102319"}
@inproceedings{bb105879,
AUTHOR = "Lebedev, V. and Lempitsky, V.",
TITLE = "Fast ConvNets Using Group-Wise Brain Damage",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2554-2564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102320"}
@inproceedings{bb105880,
AUTHOR = "Rastegar, S. and Baghshah, M.S. and Rabiee, H.R. and Shojaee, S.M.",
TITLE = "MDL-CW: A Multimodal Deep Learning Framework with CrossWeights",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2601-2609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102321"}
@inproceedings{bb105881,
AUTHOR = "Moosavi Dezfooli, S.M. and Fawzi, A. and Frossard, P.",
TITLE = "DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2574-2582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102322"}
@inproceedings{bb105882,
AUTHOR = "Wu, J.X. and Leng, C. and Wang, Y.H. and Hu, Q.H. and Cheng, J.",
TITLE = "Quantized Convolutional Neural Networks for Mobile Devices",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4820-4828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102323"}
@inproceedings{bb105883,
AUTHOR = "Xie, L.X. and Tian, Q. and Flynn, J. and Wang, J.D. and Yuille, A.L.",
TITLE = "Geometric Neural Phrase Pooling:
Modeling the Spatial Co-Occurrence of Neurons",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "I: 645-661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102324"}
@inproceedings{bb105884,
AUTHOR = "Jin, X.J. and Chen, Y.P. and Dong, J. and Feng, J. and Yan, S.C.",
TITLE = "Collaborative Layer-Wise Discriminative Learning in Deep Neural
Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VII: 733-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102325"}
@inproceedings{bb105885,
AUTHOR = "Goo, W. and Kim, J.Y. and Kim, G. and Hwang, S.J.",
TITLE = "Taxonomy-Regularized Semantic Deep Convolutional Neural Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 86-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102326"}
@inproceedings{bb105886,
AUTHOR = "Shen, L. and Lin, Z.C. and Huang, Q.M.",
TITLE = "Relay Backpropagation for Effective Learning of Deep Convolutional
Neural Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VII: 467-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102327"}
@inproceedings{bb105887,
AUTHOR = "Wang, Z.Y. and Deng, Z.D. and Wang, S.",
TITLE = "Accelerating Convolutional Neural Networks with Dominant Convolutional
Kernel and Knowledge Pre-regression",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VIII: 533-548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102328"}
@inproceedings{bb105888,
AUTHOR = "Zhou, H. and Alvarez, J.M. and Porikli, F.M.",
TITLE = "Less Is More: Towards Compact CNNs",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 662-677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102329"}
@inproceedings{bb105889,
AUTHOR = "Shrivastava, A. and Gupta, A.",
TITLE = "Contextual Priming and Feedback for Faster R-CNN",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "I: 330-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102330"}
@inproceedings{bb105890,
AUTHOR = "Yu, D. and Wu, X.J.",
TITLE = "VLAD Is not Necessary for CNN",
BOOKTITLE = TASKCV16,
YEAR = "2016",
PAGES = "III: 492-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102331"}
@inproceedings{bb105891,
AUTHOR = "Bach, S. and Binder, A. and Muller, K.R. and Samek, W.",
TITLE = "Controlling explanatory heatmap resolution and semantics via
decomposition depth",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2271-2275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102332"}
@inproceedings{bb105892,
AUTHOR = "Pang, J. and Lin, H. and Su, L. and Zhang, C. and Zhang, W. and Duan, L. and Huang, Q. and Yin, B.",
TITLE = "Accelerate convolutional neural networks for binary classification
via cascading cost-sensitive feature",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1037-1041",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102333"}
@inproceedings{bb105893,
AUTHOR = "Carvalho, M. and Cord, M. and Avila, S. and Thome, N. and Valle, E.",
TITLE = "Deep neural networks under stress",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "4443-4447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102334"}
@inproceedings{bb105894,
AUTHOR = "Liao, Z. 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/pattern652imnn1.html#TT102335"}
@inproceedings{bb105895,
AUTHOR = "Li, N. and Takaki, S. and Tomiokay, Y. and Kitazawa, H.",
TITLE = "A multistage dataflow implementation of a Deep Convolutional Neural
Network based on FPGA for high-speed object recognition",
BOOKTITLE = Southwest16,
YEAR = "2016",
PAGES = "165-168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102336"}
@inproceedings{bb105896,
AUTHOR = "Yang, Z.C. and Moczulski, M. and Denil, M. and de Freitas, N. and Smola, A.J. and Song, L. and Wang, Z.Y.",
TITLE = "Deep Fried Convnets",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1476-1483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102337"}
@inproceedings{bb105897,
AUTHOR = "Ionescu, C. and Vantzos, O. and Sminchisescu, C.",
TITLE = "Matrix Backpropagation for Deep Networks with Structured Layers",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2965-2973",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102338"}
@inproceedings{bb105898,
AUTHOR = "Yang, B. and Yan, J. and Lei, Z. and Li, S.Z.",
TITLE = "Convolutional Channel Features",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "82-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102339"}
@inproceedings{bb105899,
AUTHOR = "Girshick, R.",
TITLE = "Fast R-CNN",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1440-1448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102340"}
Last update:May 18, 2019 at 16:15:50