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AUTHOR = "Plotz, T.",
TITLE = "Applying Machine Learning for Sensor Data Analysis in Interactive
Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "6",
MONTH = "July",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155172"}
@article{bb159301,
AUTHOR = "Nikparvar, B. and Thill, J.C.",
TITLE = "Machine Learning of Spatial Data",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155173"}
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AUTHOR = "Liu, Y.Y. and Shang, F.H. and Liu, H.Y. and Kong, L. and Jiao, L.C. and Lin, Z.C.",
TITLE = "Accelerated Variance Reduction Stochastic ADMM for Large-Scale
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NUMBER = "12",
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PAGES = "4242-4255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155174"}
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AUTHOR = "Zhu, C.Z. and Cao, L.B. and Yin, J.P.",
TITLE = "Unsupervised Heterogeneous Coupling Learning for Categorical
Representation",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "533-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155175"}
@article{bb159304,
AUTHOR = "Shin, Y.H. and Baek, S.J.",
TITLE = "Hopfield-type neural ordinary differential equation for robust
machine learning",
JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
PAGES = "180-187",
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@article{bb159305,
AUTHOR = "Toccaceli, P.",
TITLE = "Introduction to conformal predictors",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108507",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155177"}
@article{bb159306,
AUTHOR = "Zhang, J. and Tao, H. and Luo, T.J. and Hou, C.P.",
TITLE = "Safe incomplete label distribution learning",
JOURNAL = PR,
VOLUME = "125",
YEAR = "2022",
PAGES = "108518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155178"}
@article{bb159307,
AUTHOR = "Liu, X.J. and Kounadi, O. and Zurita Milla, R.",
TITLE = "Incorporating Spatial Autocorrelation in Machine Learning Models
Using Spatial Lag and Eigenvector Spatial Filtering Features",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155179"}
@article{bb159308,
AUTHOR = "Talamantes, A. and Chavez, E.",
TITLE = "Instance-based learning using the half-space proximal graph",
JOURNAL = PRL,
VOLUME = "156",
YEAR = "2022",
PAGES = "88-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155180"}
@article{bb159309,
AUTHOR = "Coskun, K. and Tumer, B.",
TITLE = "An adaptive estimation method with exploration and exploitation modes
for non-stationary environments",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155181"}
@article{bb159310,
AUTHOR = "Ahmed, W. and Muhammad, K. and Glass, H.J. and Chatterjee, S. and Khan, A. and Hussain, A.",
TITLE = "Novel MLR-RF-Based Geospatial Techniques: A Comparison with OK",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155182"}
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AUTHOR = "Zhang, X. and Jiao, L. and Granmo, O.C. and Goodwin, M.",
TITLE = "On the Convergence of Tsetlin Machines for the IDENTITY- and NOT
Operators",
JOURNAL = PAMI,
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YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6345-6359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155183"}
@article{bb159312,
AUTHOR = "Lin, W.Y. and Liu, S.Y. and Ren, C.H. and Cheung, N.M. and Li, H.D. and Matsushita, Y.",
TITLE = "Shell Theory: A Statistical Model of Reality",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6438-6453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155184"}
@article{bb159313,
AUTHOR = "Xie, J.H. and Zhan, X.H. and Liu, Z.W. and Ong, Y.S. and Loy, C.C.",
TITLE = "Delving into Inter-Image Invariance for Unsupervised Visual
Representations",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "2994-3013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155185"}
@article{bb159314,
AUTHOR = "Hsu, H. and Salamatian, S. and Calmon, F.P.",
TITLE = "Generalizing Correspondence Analysis for Applications in Machine
Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9347-9362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155186"}
@article{bb159315,
AUTHOR = "Valdes, G. and Friedman, J.H. and Jiang, F. and Gennatas, E.D.",
TITLE = "Representational Gradient Boosting:
Backpropagation in the Space of Functions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10186-10195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155187"}
@article{bb159316,
AUTHOR = "Valdes, G. and Interian, Y. and Gennatas, E.D. and van der Laan, M.",
TITLE = "The Conditional Super Learner",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10236-10243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155188"}
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AUTHOR = "Ling, Z.L. and Yu, K. and Zhang, Y.W. and Liu, L. and Li, J.",
TITLE = "Causal learner: A toolbox for causal structure and Markov blanket
learning",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "92-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155189"}
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AUTHOR = "Hao, F. and Gong, Y.Q. and Yu, W.Y. and Loia, V.",
TITLE = "Knowledge points navigation based on three-way concept lattice for
autonomous learning",
JOURNAL = PRL,
VOLUME = "163",
YEAR = "2022",
PAGES = "96-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155190"}
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AUTHOR = "Lefebvre, T.",
TITLE = "Information-theoretic policy learning from partial observations with
fully informed decision makers",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "81-88",
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@inproceedings{bb159320,
AUTHOR = "Ermolov, A. and Sangineto, E. and Sebe, N.",
TITLE = "Temporal Alignment for History Representation in Reinforcement
Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2172-2178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155192"}
@article{bb159321,
AUTHOR = "Lin, W.Y. and Liu, S.Y. and Dai, B.T. and Li, H.D.",
TITLE = "Distance Based Image Classification:
A solution to generative classification's conundrum?",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "177-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155193"}
@article{bb159322,
AUTHOR = "Pan, Y.G. and Tang, K. and Sun, G.Z.",
TITLE = "Theoretical guarantee for crowdsourcing learning with unsure option",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
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@article{bb159323,
AUTHOR = "Zhou, X.C. and Chang, L. and Xu, P.F. and Lv, S.",
TITLE = "Communication-efficient and Byzantine-robust distributed learning
with statistical guarantee",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109312",
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@article{bb159324,
AUTHOR = "Lam, F. and Peng, X. and Liang, Z.P.",
TITLE = "High-Dimensional MR Spatiospectral Imaging by Integrating
Physics-Based Modeling and Data-Driven Machine Learning:
Current progress and future directions",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "2",
MONTH = "March",
PAGES = "101-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155196"}
@article{bb159325,
AUTHOR = "Shi, J.J. and Wang, W.X. and Lou, X.P. and Zhang, S.C. and Li, X.L.",
TITLE = "Parameterized Hamiltonian Learning With Quantum Circuit",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6086-6095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155197"}
@article{bb159326,
AUTHOR = "Wang, X.K. and Lu, S. and Zhou, R. and Wang, H.",
TITLE = "Skeleton estimation of directed acyclic graphs using partial least
squares from correlated data",
JOURNAL = PR,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155198"}
@article{bb159327,
AUTHOR = "Ding, S.F. and Du, W. and Ding, L. and Guo, L. and Zhang, J. and An, B.",
TITLE = "Multi-agent dueling Q-learning with mean field and value
decomposition",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155199"}
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AUTHOR = "Ding, S.F. and Dong, X.M. and Zhang, J. and Guo, L. and Du, W. and Zhang, C.L.",
TITLE = "Multi-Agent policy gradients with dynamic weighted value
decomposition",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155200"}
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AUTHOR = "Kong, H. and Wang, L.M.",
TITLE = "Flexible model weighting for one-dependence estimators based on
point-wise independence analysis",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155201"}
@article{bb159330,
AUTHOR = "Zhang, H.W. and Ye, X.Y. and Hu, Q.",
TITLE = "Spatiotemporal Learning via Mixture Importance Gaussian Filtering
With Sparse Regularization",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "279-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155202"}
@article{bb159331,
AUTHOR = "Jegorova, M. and Kaul, C. and Mayor, C. and O'Neil, A.Q. and Weir, A. and Murray Smith, R. and Tsaftaris, S.A.",
TITLE = "Survey: Leakage and Privacy at Inference Time",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "9090-9108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155203"}
@article{bb159332,
AUTHOR = "Fu, C. and Zhou, S.S. and Chen, Y.X. and Chen, L. and Han, B.",
TITLE = "A risk-averse learning machine via variance-dependent penalization",
JOURNAL = PRL,
VOLUME = "171",
YEAR = "2023",
PAGES = "116-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155204"}
@article{bb159333,
AUTHOR = "Freitas, S. and Laber, E. and Lazera, P. and Molinaro, M.",
TITLE = "Time-constrained learning",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109672",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155205"}
@article{bb159334,
AUTHOR = "Mohr, F. and van Rijn, J.N.",
TITLE = "Fast and Informative Model Selection Using Learning Curve
Cross-Validation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9669-9680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155206"}
@article{bb159335,
AUTHOR = "Cao, X.F. and Liu, W.Y. and Tsang, I.W.",
TITLE = "Data-Efficient Learning via Minimizing Hyperspherical Energy",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13422-13437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155207"}
@article{bb159336,
AUTHOR = "Li, Z.B. and Koniusz, P. and Zhang, L. and Pagendam, D.E. and Moghadam, P.",
TITLE = "Exploiting Field Dependencies for Learning on Categorical Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13509-13522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155208"}
@article{bb159337,
AUTHOR = "Achituve, I. and Wang, W.B. and Fetaya, E. and Leshem, A.",
TITLE = "Communication Efficient Distributed Learning Over Wireless Channels",
JOURNAL = SPLetters,
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YEAR = "2023",
PAGES = "1402-1406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155209"}
@article{bb159338,
AUTHOR = "Fu, S. and Dong, T.Y. and Wang, Z.X. and Tian, Y.J.",
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JOURNAL = PR,
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YEAR = "2024",
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AUTHOR = "Li, T. and Meng, C. and Xu, H.T. and Yu, J.",
TITLE = "Hilbert Curve Projection Distance for Distribution Comparison",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4993-5007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155211"}
@article{bb159340,
AUTHOR = "Gao, Y. and Xu, M. and Zhang, M.L.",
TITLE = "Complementary to Multiple Labels:
A Correlation-Aware Correction Approach",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9179-9191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155212"}
@article{bb159341,
AUTHOR = "Gao, Y. and Zhu, J.Y. and Xu, M. and Zhang, M.L.",
TITLE = "Multi-Label Learning With Multiple Complementary Labels",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8013-8024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155213"}
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AUTHOR = "Wang, X. and Chen, H. and Tang, S. and Wu, Z. and Zhu, W.W.",
TITLE = "Disentangled Representation Learning",
JOURNAL = PAMI,
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AUTHOR = "Qu, B. and Cao, X.F. and Chang, Y. and Tsang, I.W. and Ong, Y.S.",
TITLE = "Diversifying Policies With Non-Markov Dispersion to Expand the
Solution Space",
JOURNAL = PAMI,
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YEAR = "2024",
NUMBER = "12",
MONTH = "December",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155215"}
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AUTHOR = "Miani, M. and Parton, M. and Romito, M.",
TITLE = "Curious Explorer: A Provable Exploration Strategy in Policy Learning",
JOURNAL = PAMI,
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AUTHOR = "Ren, P. and Han, Z.J. and Yu, Z.Q. and Zhang, B.",
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examples and bad examples",
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AUTHOR = "Wang, R. and Jin, S.C. and Chen, Z.H. and Luo, X.Q. and Wu, X.J.",
TITLE = "Learning to Normalize on the SPD Manifold under Bures-Wasserstein
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YEAR = "2025",
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@inproceedings{bb159348,
AUTHOR = "Jebraeeli, V. and Jiang, B. and Cansever, D. and Krim, H.",
TITLE = "Koopcon: A new approach towards smarter and less complex learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
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@inproceedings{bb159349,
AUTHOR = "Zahrae, F.F. and Es Saadia, A. and Mohamed, Y.",
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BOOKTITLE = ISCV24,
YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT155221"}
@inproceedings{bb159350,
AUTHOR = "Lu, Y.Z. and Liu, X.R. and Soltoggio, A. and Kolouri, S.",
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@inproceedings{bb159351,
AUTHOR = "Zhang, J.H. and Wang, B. and Li, L.Z. and Nakashima, Y. and Nagahara, H.",
TITLE = "Instruct Me More! Random Prompting for Visual In-Context Learning",
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@inproceedings{bb159352,
AUTHOR = "Wen, C.S. and Zhang, X. and Yao, X.X. and Yang, J.F.",
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YEAR = "2023",
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@inproceedings{bb159353,
AUTHOR = "Cui, J.L. and Wu, Y.N. and Han, T.",
TITLE = "Learning Joint Latent Space EBM Prior Model for Multi-layer Generator",
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YEAR = "2023",
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@inproceedings{bb159354,
AUTHOR = "Ai, H. and Liao, Q.M. and Chen, Y.Y. and Qian, J.",
TITLE = "Gaussian Mixture Distribution Makes Data Uncertainty Learning Better",
BOOKTITLE = FG21,
YEAR = "2021",
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@inproceedings{bb159355,
AUTHOR = "Sahu, P. and Basioti, K. and Pavlovic, V.",
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BOOKTITLE = "ICPR22",
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@inproceedings{bb159356,
AUTHOR = "Roychowdhury, S. and Sontakke, S.A. and Itti, L. and Sarkar, M. and Aggarwal, M. and Badjatiya, P. and Puri, N. and Krishnamurthy, B.",
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@inproceedings{bb159357,
AUTHOR = "Ramasinghe, S. and Lucey, S.",
TITLE = "Beyond Periodicity: Towards a Unifying Framework for Activations in
Coordinate-MLPs",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXIII:142-158",
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@inproceedings{bb159358,
AUTHOR = "He, Y.N. and Huang, G.S. and Chen, S. and Teng, J.N. and Wang, K. and Yin, Z.F. and Sheng, L. and Liu, Z.W. and Qiao, Y. and Shao, J.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
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@inproceedings{bb159359,
AUTHOR = "Kondapaneni, N. and Perona, P. and Aodha, O.M.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
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@inproceedings{bb159360,
AUTHOR = "Zhang, D.J.H. and Li, K. and Wang, Y. and Chen, Y.P. and Chandra, S. and Qiao, Y. and Liu, L.Q. and Shou, M.Z.",
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AUTHOR = "Xiong, Y.H. and Hsieh, C.J.",
TITLE = "Learning to Learn with Smooth Regularization",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:550-565",
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TITLE = "Exploring Simple Siamese Representation Learning",
BOOKTITLE = CVPR21,
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TITLE = "Positive-Congruent Training: Towards Regression-Free Model Updates",
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TITLE = "Learning Goals from Failure",
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@inproceedings{bb159366,
AUTHOR = "Sarfraz, F. and Arani, E. and Zonooz, B.",
TITLE = "Noisy Concurrent Training for Efficient Learning under Label Noise",
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YEAR = "2021",
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AUTHOR = "Pranavan, T. and Sim, T.",
TITLE = "Learning with Delayed Feedback",
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AUTHOR = "Guo, X.F. and Liu, J.Y. and Zhou, S.H. and Zhu, E. and Dong, S.H.",
TITLE = "Image Representation Learning by Transformation Regression",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "526-533",
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@inproceedings{bb159369,
AUTHOR = "Eldeeb, H. and Amashukeli, S. and El Shawi, R.",
TITLE = "An Empirical Analysis of Integrating Feature Extraction to Automated
Machine Learning Pipeline",
BOOKTITLE = HCAU20,
YEAR = "2020",
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AUTHOR = "Yang, Y. and Zhu, D. and Ren, F. and Cheng, C.",
TITLE = "A Novel Self-taught Learning Framework Using Spatial Pyramid Matching
For Scene Classification",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B2:725-729",
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@inproceedings{bb159371,
AUTHOR = "Henke, K. and Kenyon, G.T. and Migliori, B.",
TITLE = "Machine Learning in a Post Moore's Law World:
Quantum vs. Neuromorphic Substrates",
BOOKTITLE = "SSIAI20",
YEAR = "2020",
PAGES = "74-77",
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@inproceedings{bb159372,
AUTHOR = "Liu, J.X. and Ni, B.B. and Li, C.Y. and Yang, J.C. and Tian, Q.",
TITLE = "Dynamic Points Agglomeration for Hierarchical Point Sets Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "7545-7554",
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@inproceedings{bb159373,
AUTHOR = "Zhou, L.J. and Cui, P. and Yang, S.Q. and Zhu, W.W. and Tian, Q.",
TITLE = "Learning to Learn Image Classifiers With Visual Analogy",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11489-11498",
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@inproceedings{bb159374,
AUTHOR = "Tian, K. and Xu, Y. and Zhou, S.G. and Guan, J.H.",
TITLE = "Versatile Multiple Choice Learning and Its Application to Vision
Computing",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "6342-6350",
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@inproceedings{bb159375,
AUTHOR = "Wu, Y. and Chen, Y.P. and Wang, L.J. and Ye, Y.C. and Liu, Z.C. and Guo, Y.D. and Fu, Y.",
TITLE = "Large Scale Incremental Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
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AUTHOR = "Faria, F.A. and Sarkar, S.",
TITLE = "A Graph-based Approach for Static Ensemble Selection in Remote
Sensing Image Analysis",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "344-349",
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AUTHOR = "Guo, M. and Haque, A. and Huang, D.A. and Yeung, S. and Fei Fei, L.",
TITLE = "Dynamic Task Prioritization for Multitask Learning",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XVI: 282-299",
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AUTHOR = "Rupprecht, C. and Laina, I. and di Pietro, R. and Baust, M.",
TITLE = "Learning in an Uncertain World:
Representing Ambiguity Through Multiple Hypotheses",
BOOKTITLE = ICCV17,
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AUTHOR = "Doersch, C. and Zisserman, A.",
TITLE = "Multi-task Self-Supervised Visual Learning",
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AUTHOR = "Goyal, P. and Mahajan, D. and Gupta, A. and Misra, I.",
TITLE = "Scaling and Benchmarking Self-Supervised Visual Representation
Learning",
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AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
TITLE = "Transitive Invariance for Self-Supervised Visual Representation
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AUTHOR = "Adam, N.L. and Alzahri, F.B. and Soh, S.C. and Bakar, N.A. and Kamal, N.A.M.",
TITLE = "Self-Regulated Learning and Online Learning: A Systematic Review",
BOOKTITLE = IVIC17,
YEAR = "2017",
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AUTHOR = "Ramicic, M. and Bonarini, A.",
TITLE = "Entropy-based prioritized sampling in Deep Q-learning",
BOOKTITLE = ICIVC17,
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AUTHOR = "Cuevas, J.S. and Manzanares, E.M.",
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BOOKTITLE = MCPR17,
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AUTHOR = "Zhang, C. and Kjellstrom, H. and Ek, C.H.",
TITLE = "Inter-battery Topic Representation Learning",
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YEAR = "2016",
PAGES = "VIII: 210-226",
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AUTHOR = "Zhang, C. and Kjellstrom, H.",
TITLE = "How to Supervise Topic Models",
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TITLE = "Multiple-Output Regression with High-Order Structure Information",
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AUTHOR = "Wang, Z.H. and Wang, X.Y. and Ji, Q.A.",
TITLE = "Learning with Hidden Information",
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AUTHOR = "Aodha, O.M. and Stathopoulos, V. and Brostow, G.J. and Terry, M. and Girolami, M. and Jones, K.E.",
TITLE = "Putting the Scientist in the Loop:
Accelerating Scientific Progress with Interactive Machine Learning",
BOOKTITLE = ICPR14,
YEAR = "2014",
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AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
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BOOKTITLE = ICPR14,
YEAR = "2014",
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@inproceedings{bb159391,
AUTHOR = "Grenier, P.A. and Brun, L. and Villemin, D.",
TITLE = "Incorporating Molecule's Stereisomerism within the Machine Learning
Framework",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "12-21",
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AUTHOR = "Pahikkala, T.",
TITLE = "Fast Gradient Computation for Learning with Tensor Product Kernels and
Sparse Training Labels",
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YEAR = "2014",
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AUTHOR = "Orozco Alzate, M. and Duin, R.P.W. and Bicego, M.",
TITLE = "Unsupervised Parameter Estimation of Non Linear Scaling for Improved
Classification in the Dissimilarity Space",
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YEAR = "2016",
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AUTHOR = "Plasencia Calana, Y. and Orozco Alzate, M. and Garcia Reyes, E.B. and Duin, R.P.W.",
TITLE = "Towards Cluster-Based Prototype Sets for Classification in the
Dissimilarity Space",
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YEAR = "2013",
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AUTHOR = "Plasencia Calana, Y. and Garcia Reyes, E.B. and Duin, R.P.W. and Orozco Alzate, M.",
TITLE = "On Using Asymmetry Information for Classification in Extended
Dissimilarity Spaces",
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YEAR = "2012",
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AUTHOR = "Duin, R.P.W. and Bicego, M. and Orozco Alzate, M. and Kim, S.W. and Loog, M.",
TITLE = "Metric Learning in Dissimilarity Space for Improved Nearest Neighbor
Performance",
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AUTHOR = "Zhao, Y. and Yang, G.S. and Xu, X.N. and Ji, Q.A.",
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YEAR = "2012",
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@inproceedings{bb159398,
AUTHOR = "Blaschko, M.B. and Mittal, A. and Rahtu, E.",
TITLE = "An O(nlogn) Cutting Plane Algorithm for Structured Output Ranking",
BOOKTITLE = GCPR14,
YEAR = "2014",
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@inproceedings{bb159399,
AUTHOR = "Mittal, A. and Blaschko, M.B. and Zisserman, A. and Torr, P.H.S.",
TITLE = "Taxonomic Multi-class Prediction and Person Layout Using Efficient
Structured Ranking",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "II: 245-258",
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