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AUTHOR = "Ramezan, C.A. and Warner, T.A. and Maxwell, A.E.",
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JOURNAL = RS,
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YEAR = "2019",
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@article{bb148102,
AUTHOR = "Zhao, Y. and Shi, Z.H. and Zhang, J.Y. and Chen, D. and Gu, L.",
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AUTHOR = "Vieting, P.M. and de Lamare, R.C. and Martin, L. and Dartmann, G. and Schmeink, A.",
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@article{bb148104,
AUTHOR = "Danaee, A. and de Lamare, R.C. and Nascimento, V.H.",
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AUTHOR = "Cao, H. and Wachowicz, M.",
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JOURNAL = IJGI,
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AUTHOR = "Vlaski, S. and Rizk, E. and Sayed, A.H.",
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AUTHOR = "Yousef, W.A.",
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YEAR = "2020",
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JOURNAL = PAMI,
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@article{bb148109,
AUTHOR = "Guo, Y. and Zhang, B. and Sun, Y. and Jiang, K. and Wu, K.",
TITLE = "Machine learning based feature selection and knowledge reasoning for
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JOURNAL = PR,
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AUTHOR = "Terziyan, V. and Nikulin, A.",
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JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
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AUTHOR = "Luo, Y. and Wong, Y.K. and Kankanhalli, M.S. and Zhao, Q.",
TITLE = "Direction Concentration Learning:
Enhancing Congruency in Machine Learning",
JOURNAL = PAMI,
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AUTHOR = "Luo, Y. and Wong, Y.K. and Kankanhalli, M.S. and Zhao, Q.",
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JOURNAL = MultMed,
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AUTHOR = "Xie, Y. and Yu, B. and Lv, S.Z. and Zhang, C. and Wang, G.D. and Gong, M.G.",
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JOURNAL = PR,
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AUTHOR = "Wang, H. and Zhao, H.B. and Li, X.",
TITLE = "Progressive Class-Based Expansion Learning for Image Classification",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
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@article{bb148115,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144059"}
@article{bb148116,
AUTHOR = "Nikparvar, B. and Thill, J.C.",
TITLE = "Machine Learning of Spatial Data",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144060"}
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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
Machine Learning",
JOURNAL = PAMI,
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NUMBER = "12",
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PAGES = "4242-4255",
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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,
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AUTHOR = "Shin, Y.H. and Baek, S.J.",
TITLE = "Hopfield-type neural ordinary differential equation for robust
machine learning",
JOURNAL = PRL,
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AUTHOR = "Toccaceli, P.",
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JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
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AUTHOR = "Zhang, J. and Tao, H. and Luo, T.J. and Hou, C.P.",
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JOURNAL = PR,
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144066"}
@article{bb148123,
AUTHOR = "Talamantes, A. and Chavez, E.",
TITLE = "Instance-based learning using the half-space proximal graph",
JOURNAL = PRL,
VOLUME = "156",
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AUTHOR = "Coskun, K. and Tumer, B.",
TITLE = "An adaptive estimation method with exploration and exploitation modes
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JOURNAL = PR,
VOLUME = "129",
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AUTHOR = "Ahmed, W. and Muhammad, K. and Glass, H.J. and Chatterjee, S. and Khan, A. and Hussain, A.",
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YEAR = "2022",
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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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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144070"}
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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,
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NUMBER = "10",
MONTH = "October",
PAGES = "6438-6453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144071"}
@article{bb148128,
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#TT144072"}
@article{bb148129,
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#TT144073"}
@article{bb148130,
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,
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PAGES = "10186-10195",
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AUTHOR = "Valdes, G. and Interian, Y. and Gennatas, E.D. and van der Laan, M.",
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JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144075"}
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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
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JOURNAL = PRL,
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AUTHOR = "Hao, F. and Gong, Y.Q. and Yu, W. and Loia, V.",
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autonomous learning",
JOURNAL = PRL,
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AUTHOR = "Lefebvre, T.",
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fully informed decision makers",
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@inproceedings{bb148135,
AUTHOR = "Ermolov, A. and Sangineto, E. and Sebe, N.",
TITLE = "Temporal Alignment for History Representation in Reinforcement
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2172-2178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144079"}
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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,
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MONTH = "January",
PAGES = "177-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144080"}
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AUTHOR = "Pan, Y. and Tang, K. and Sun, G.Z.",
TITLE = "Theoretical guarantee for crowdsourcing learning with unsure option",
JOURNAL = PR,
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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,
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@article{bb148139,
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,
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NUMBER = "2",
MONTH = "March",
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@article{bb148140,
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,
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@article{bb148141,
AUTHOR = "Wang, X.K. and Lu, S. and Zhou, R. and Wang, H.",
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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.",
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JOURNAL = PR,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144088"}
@article{bb148145,
AUTHOR = "Zhang, H.W. and Ye, X.Y. and Hu, Q.",
TITLE = "Spatiotemporal Learning via Mixture Importance Gaussian Filtering
With Sparse Regularization",
JOURNAL = SPLetters,
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YEAR = "2023",
PAGES = "279-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144089"}
@article{bb148146,
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",
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YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "9090-9108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144090"}
@article{bb148147,
AUTHOR = "Fu, C. and Zhou, S.S. and Chen, Y. and Chen, L. and Han, B.",
TITLE = "A risk-averse learning machine via variance-dependent penalization",
JOURNAL = PRL,
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YEAR = "2023",
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@article{bb148148,
AUTHOR = "Freitas, S. and Laber, E. and Lazera, P. and Molinaro, M.",
TITLE = "Time-constrained learning",
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@article{bb148149,
AUTHOR = "Mohr, F. and van Rijn, J.N.",
TITLE = "Fast and Informative Model Selection Using Learning Curve
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JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9669-9680",
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@article{bb148150,
AUTHOR = "Cao, X.F. and Liu, W.Y. and Tsang, I.W.",
TITLE = "Data-Efficient Learning via Minimizing Hyperspherical Energy",
JOURNAL = PAMI,
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YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13422-13437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144094"}
@article{bb148151,
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,
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YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13509-13522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144095"}
@article{bb148152,
AUTHOR = "Achituve, I. and Wang, W.B. and Fetaya, E. and Leshem, A.",
TITLE = "Communication Efficient Distributed Learning Over Wireless Channels",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1402-1406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144096"}
@article{bb148153,
AUTHOR = "Fu, S. and Dong, T.Y. and Wang, Z.X. and Tian, Y.J.",
TITLE = "Weakly privileged learning with knowledge extraction",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
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@article{bb148154,
AUTHOR = "Li, T. and Meng, C. and Xu, H.T. and Yu, J.",
TITLE = "Hilbert Curve Projection Distance for Distribution Comparison",
JOURNAL = PAMI,
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NUMBER = "7",
MONTH = "July",
PAGES = "4993-5007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144098"}
@article{bb148155,
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#TT144099"}
@article{bb148156,
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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MONTH = "December",
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@article{bb148157,
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
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@article{bb148158,
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.",
TITLE = "Confucius tri-learning: A paradigm of learning from both good
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@inproceedings{bb148160,
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{bb148161,
AUTHOR = "Zahrae, F.F. and Es Saadia, A. and Mohamed, Y.",
TITLE = "Artificial Intelligence Implementation in Virtual Learning
Environment: An Overview",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144105"}
@inproceedings{bb148162,
AUTHOR = "Lu, Y.Z. and Liu, X.R. and Soltoggio, A. and Kolouri, S.",
TITLE = "SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein
Embeddings",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2554-2564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144106"}
@inproceedings{bb148163,
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",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2585-2594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144107"}
@inproceedings{bb148164,
AUTHOR = "Wen, C.S. and Zhang, X. and Yao, X.X. and Yang, J.F.",
TITLE = "Ordinal Label Distribution Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "23424-23434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144108"}
@inproceedings{bb148165,
AUTHOR = "Cui, J.L. and Wu, Y.N. and Han, T.",
TITLE = "Learning Joint Latent Space EBM Prior Model for Multi-layer Generator",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3603-3612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144109"}
@inproceedings{bb148166,
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",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144110"}
@inproceedings{bb148167,
AUTHOR = "Sahu, P. and Basioti, K. and Pavlovic, V.",
TITLE = "DAReN: A Collaborative Approach Towards Visual Reasoning And
Disentangling",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4448-4455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144111"}
@inproceedings{bb148168,
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.",
TITLE = "SHERLock: Self-Supervised Hierarchical Event Representation Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2672-2678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144112"}
@inproceedings{bb148169,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144113"}
@inproceedings{bb148170,
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.",
TITLE = "X-Learner: Learning Cross Sources and Tasks for Universal Visual
Representation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:509-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144114"}
@inproceedings{bb148171,
AUTHOR = "Kondapaneni, N. and Perona, P. and Aodha, O.M.",
TITLE = "Visual Knowledge Tracing",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:415-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144115"}
@inproceedings{bb148172,
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.",
TITLE = "MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal
Representation Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXV:230-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144116"}
@inproceedings{bb148173,
AUTHOR = "Xiong, Y.H. and Hsieh, C.J.",
TITLE = "Learning to Learn with Smooth Regularization",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:550-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144117"}
@inproceedings{bb148174,
AUTHOR = "Kim, K.I.",
TITLE = "Robust Combination of Distributed Gradients Under Adversarial
Perturbations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "254-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144118"}
@inproceedings{bb148175,
AUTHOR = "Chen, X.L. and He, K.M.",
TITLE = "Exploring Simple Siamese Representation Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15745-15753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144119"}
@inproceedings{bb148176,
AUTHOR = "Yan, S. and Xiong, Y.J. and Kundu, K. and Yang, S. and Deng, S.Q. and Wang, M. and Xia, W. and Soatto, S.",
TITLE = "Positive-Congruent Training: Towards Regression-Free Model Updates",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14294-14303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144120"}
@inproceedings{bb148177,
AUTHOR = "Epstein, D. and Vondrick, C.",
TITLE = "Learning Goals from Failure",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11189-11199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144121"}
@inproceedings{bb148178,
AUTHOR = "Sarfraz, F. and Arani, E. and Zonooz, B.",
TITLE = "Noisy Concurrent Training for Efficient Learning under Label Noise",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3158-3167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144122"}
@inproceedings{bb148179,
AUTHOR = "Pranavan, T. and Sim, T.",
TITLE = "Learning with Delayed Feedback",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4895-4902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144123"}
@inproceedings{bb148180,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144124"}
@inproceedings{bb148181,
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",
PAGES = "336-344",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144125"}
@inproceedings{bb148182,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144126"}
@inproceedings{bb148183,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144127"}
@inproceedings{bb148184,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144128"}
@inproceedings{bb148185,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144129"}
@inproceedings{bb148186,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144130"}
@inproceedings{bb148187,
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",
PAGES = "374-382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144131"}
@inproceedings{bb148188,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144132"}
@inproceedings{bb148189,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144133"}
@inproceedings{bb148190,
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,
YEAR = "2017",
PAGES = "3611-3620",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144134"}
@inproceedings{bb148191,
AUTHOR = "Doersch, C. and Zisserman, A.",
TITLE = "Multi-task Self-Supervised Visual Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2070-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144135"}
@inproceedings{bb148192,
AUTHOR = "Goyal, P. and Mahajan, D. and Gupta, A. and Misra, I.",
TITLE = "Scaling and Benchmarking Self-Supervised Visual Representation
Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6390-6399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144136"}
@inproceedings{bb148193,
AUTHOR = "Wang, X.L. and He, K.M. and Gupta, A.",
TITLE = "Transitive Invariance for Self-Supervised Visual Representation
Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1338-1347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144137"}
@inproceedings{bb148194,
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",
PAGES = "143-154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144138"}
@inproceedings{bb148195,
AUTHOR = "Ramicic, M. and Bonarini, A.",
TITLE = "Entropy-based prioritized sampling in Deep Q-learning",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "1068-1072",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144139"}
@inproceedings{bb148196,
AUTHOR = "Cuevas, J.S. and Manzanares, E.M.",
TITLE = "An Exploration Strategy for RL with Considerations of Budget and Risk",
BOOKTITLE = MCPR17,
YEAR = "2017",
PAGES = "105-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144140"}
@inproceedings{bb148197,
AUTHOR = "Zhang, C. and Kjellstrom, H. and Ek, C.H.",
TITLE = "Inter-battery Topic Representation Learning",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VIII: 210-226",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144141"}
@inproceedings{bb148198,
AUTHOR = "Zhang, C. and Kjellstrom, H.",
TITLE = "How to Supervise Topic Models",
BOOKTITLE = GMCV14,
YEAR = "2014",
PAGES = "500-515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144142"}
@inproceedings{bb148199,
AUTHOR = "Li, C.S. and Yang, L. and Liu, Q.S. and Meng, F.J. and Dong, W.S. and Wang, Y. and Xu, J.M.",
TITLE = "Multiple-Output Regression with High-Order Structure Information",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3868-3873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144143"}
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