@article{bb145700,
AUTHOR = "Ali, M. and Berrendorf, M. and Hoyt, C.T. and Vermue, L. and Galkin, M. and Sharifzadeh, S. and Fischer, A. and Tresp, V. and Lehmann, J.",
TITLE = "Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge
Graph Embedding Models Under a Unified Framework",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8825-8845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141648"}
@article{bb145701,
AUTHOR = "Maldonado, S. and Saltos, R. and Vairetti, C. and Delpiano, J.",
TITLE = "Mitigating the effect of dataset shift in clustering",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141649"}
@article{bb145702,
AUTHOR = "Yamaguchi, T. and Murakawa, M.",
TITLE = "Mixup gamblers+: Learning interpolated pseudo 'uncertainty' in latent
feature space for reliable inference",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "191-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141650"}
@article{bb145703,
AUTHOR = "Ahmadzadeh, A. and Kempton, D.J. and Martens, P.C. and Angryk, R.A.",
TITLE = "Contingency Space: A Semimetric Space for Classification Evaluation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1501-1513",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141651"}
@article{bb145704,
AUTHOR = "Wang, J.T. and Qian, Y.H. and Li, F.J. and Liang, J. and Zhang, Q.F.",
TITLE = "Generalization Performance of Pure Accuracy and its Application in
Selective Ensemble Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1798-1816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141652"}
@article{bb145705,
AUTHOR = "Franti, P. and Mariescu Istodor, R.",
TITLE = "Soft precision and recall",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "115-121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141653"}
@article{bb145706,
AUTHOR = "Masana, M. and Liu, X.L. and Twardowski, B. and Menta, M. and Bagdanov, A.D. and van de Weijer, J.",
TITLE = "Class-Incremental Learning: Survey and Performance Evaluation on
Image Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5513-5533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141654"}
@article{bb145707,
AUTHOR = "Viering, T. and Loog, M.",
TITLE = "The Shape of Learning Curves: A Review",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7799-7819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141655"}
@article{bb145708,
AUTHOR = "Chen, Q.Q. and Cao, F.Y. and Xing, Y. and Liang, J.",
TITLE = "Evaluating Classification Model Against Bayes Error Rate",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9639-9653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141656"}
@article{bb145709,
AUTHOR = "Zhou, J.K. and Wang, P.C. and Tang, J.S. and Wang, F. and Liu, Q. and Li, H. and Jin, R.",
TITLE = "What Limits the Performance of Local Self-attention?",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "2516-2528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141657"}
@article{bb145710,
AUTHOR = "Qu, H.X. and Foo, L.G. and Li, Y.C. and Liu, J.",
TITLE = "Towards More Reliable Confidence Estimation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13152-13169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141658"}
@article{bb145711,
AUTHOR = "Campello, B.S.C. and Duarte, L.T. and Romano, J.M.T.",
TITLE = "Multicriteria decision support employing adaptive prediction in a
tensor-based feature representation",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "52-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141659"}
@article{bb145712,
AUTHOR = "Zhang, X. and Wei, W. and Zhang, Z. and Zhang, L. and Li, W.",
TITLE = "Milstein-driven neural stochastic differential equation model with
uncertainty estimates",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "71-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141660"}
@article{bb145713,
AUTHOR = "Huang, Y. and Zhang, Z. and Huang, Y. and Wu, Q. and Huang, H. and Zhong, Y. and Wang, L.",
TITLE = "Customized meta-dataset for automatic classifier accuracy evaluation",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141661"}
@article{bb145714,
AUTHOR = "Montalvao, J. and Duarte, D. and Boccato, L.",
TITLE = "A coincidence detection perspective for the maximum mean discrepancy",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "20-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141662"}
@article{bb145715,
AUTHOR = "Liu, Z.W. and Miao, Z.Q. and Zhan, X.H. and Wang, J.Y. and Gong, B.Q. and Yu, S.X.",
TITLE = "Open Long-Tailed Recognition in a Dynamic World",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1836-1851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141663"}
@inproceedings{bb145716,
AUTHOR = "Liu, Z.W. and Miao, Z.Q. and Zhan, X.H. and Wang, J.Y. and Gong, B.Q. and Yu, S.X.",
TITLE = "Large-Scale Long-Tailed Recognition in an Open World",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2532-2541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141664"}
@article{bb145717,
AUTHOR = "Alon, I. and Arnon, D. and Wiesel, A.",
TITLE = "Learning Minimal Volume Uncertainty Ellipsoids",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1655-1659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141665"}
@article{bb145718,
AUTHOR = "Tiotsop, L.F. and Servetti, A. and Barkowsky, M. and Masala, E.",
TITLE = "Modeling Subject Scoring Behaviors in Subjective Experiments Based on
a Discrete Quality Scale",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8742-8757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141666"}
@article{bb145719,
AUTHOR = "Jeon, H. and Aupetit, M. and Shin, D. and Cho, A. and Park, S. and Seo, J.",
TITLE = "Measuring the Validity of Clustering Validation Datasets",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "5045-5058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141667"}
@article{bb145720,
AUTHOR = "Efendi, E. and Dulek, B.",
TITLE = "Optimal Detection for a Prospect Theoretic Variant of the
Neyman-Pearson Problem",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2289-2293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141668"}
@article{bb145721,
AUTHOR = "Huang, W.J. and Cao, G. and Xia, J.H. and Chen, J.K. and Wang, H. and Zhang, J.G.",
TITLE = "H-Calibration: Rethinking Classifier Recalibration With Probabilistic
Error-Bounded Objective",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9023-9042",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141669"}
@article{bb145722,
AUTHOR = "Effland, A. and Kobler, E. and Pereyra, M. and Peter, J.",
TITLE = "Uncertainty Estimation for Learning-Based Classification of Corrupted
Images",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "3",
PAGES = "1828-1856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141670"}
@article{bb145723,
AUTHOR = "Narteni, S. and Carlevaro, A. and Dabbene, F. and Muselli, M. and Mongelli, M.",
TITLE = "A novel score function for conformal prediction in rule-based binary
classification",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141671"}
@article{bb145724,
AUTHOR = "Luo, R. and Zhou, Z.X.",
TITLE = "Reliable classification through rank-based conformal prediction sets",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141672"}
@article{bb145725,
AUTHOR = "Strang, H. and Dinh, T.",
TITLE = "An upper bound on the silhouette evaluation metric for clustering",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141673"}
@article{bb145726,
AUTHOR = "Cai, Z.C. and Zhu, H. and Shen, Q. and Wang, X.R. and Cao, X.",
TITLE = "Toward the Spectral Bias Alleviation by Normalizations in Coordinate
Networks",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7784-7801",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141674"}
@article{bb145727,
AUTHOR = "Xu, M.W. and Cao, X.F. and Tsang, I.W. and Kwok, J.T. and Shen, H.T.",
TITLE = "Generalized Distribution Aggregation Protocol for Federated
Statistical Heterogeneity",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7820-7834",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141675"}
@article{bb145728,
AUTHOR = "Ding, Y. and Jiang, B. and Sheng, L.J. and Zheng, A. and Liang, J.",
TITLE = "Harmonizing class uniformity and separability for transferability
estimation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113897",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141676"}
@article{bb145729,
AUTHOR = "Kim, D. and Chung, H. and Jang, I.",
TITLE = "MORCU: Margin-based ordinal classification with dynamic
regularization for calibration and unimodality",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141677"}
@article{bb145730,
AUTHOR = "Lu, R.Z. and Wu, N. and Xiong, Q.Q. and Shi, Y.F. and Wu, D.R. and Yang, T. and Jin, Y.C. and Xie, L.H.",
TITLE = "Mirror Descent Safe Policy Optimization for Reinforcement Learning
Agents",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9142-9155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141678"}
@inproceedings{bb145731,
AUTHOR = "Thopalli, K. and Narayanaswamy, V. and Thiagarajan, J.J.",
TITLE = "The Surprising Utility of Group Partitioning in Improving Conformal
Prediction of Visual Classifiers Under Distributional Shifts",
BOOKTITLE = Uncertainty25,
YEAR = "2025",
PAGES = "1733-1742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141679"}
@inproceedings{bb145732,
AUTHOR = "Ni, J. and Zhao, H. and Gao, J. and Guo, D.D. and Zha, H.Y.",
TITLE = "Balancing Two Classifiers via A Simplex ETF Structure for Model
Calibration",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30712-30721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141680"}
@inproceedings{bb145733,
AUTHOR = "Zeevi, T. and Shwartz Ziv, R. and LeCun, Y. and Staib, L.H. and Onofrey, J.A.",
TITLE = "Rate-In: Information-Driven Adaptive Dropout Rates for Improved
Inference-Time Uncertainty Estimation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20757-20766",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141681"}
@inproceedings{bb145734,
AUTHOR = "Chen, C.R. and Debattista, K. and Han, J.G.",
TITLE = "Pseudo-labelling Should Be Aware of Disguising Channel Activations",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXIII: 312-328",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141682"}
@inproceedings{bb145735,
AUTHOR = "Park, G.Y. and Jung, C.Y. and Lee, S. and Ye, J.C. and Lee, S.W.",
TITLE = "Self-Supervised Debiasing Using Low Rank Regularization",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12395-12405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141683"}
@inproceedings{bb145736,
AUTHOR = "Park, J. and Choi, Y.J. and Lee, J.W.",
TITLE = "In-Distribution Public Data Synthesis With Diffusion Models for
Differentially Private Image Classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12236-12246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141684"}
@inproceedings{bb145737,
AUTHOR = "Dehdashtian, S. and Sadeghi, B. and Boddeti, V.N.",
TITLE = "Utility-Fairness Trade-Offs and how to Find Them",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12038-12046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141685"}
@inproceedings{bb145738,
AUTHOR = "Liu, J.W. and Ye, C.K. and Cui, R.K. and Barnes, N.M.",
TITLE = "Self-Calibrating Vicinal Risk Minimisation for Model Calibration",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3335-3345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141686"}
@inproceedings{bb145739,
AUTHOR = "Metzen, J.H. and Hutmacher, R. and Hua, N.G. and Boreiko, V. and Zhang, D.",
TITLE = "Identification of Systematic Errors of Image Classifiers on Rare
Subgroups",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5041-5050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141687"}
@inproceedings{bb145740,
AUTHOR = "Minatel, D. and Parmezan, A.R.S. and Curi, M. and de Andrade Lopes, A.",
TITLE = "DIF-SR: A Differential Item Functioning-based Sample Reweighting Method",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:630-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141688"}
@inproceedings{bb145741,
AUTHOR = "Mukhoti, J. and Kirsch, A. and van Amersfoort, J. and Torr, P.H.S. and Gal, Y.",
TITLE = "Deep Deterministic Uncertainty: A New Simple Baseline",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24384-24394",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141689"}
@inproceedings{bb145742,
AUTHOR = "Jiang, Q. and Chen, C.Y. and Zhao, H. and Chen, L.Q. and Ping, Q. and Tran, S.D. and Xu, Y. and Zeng, B. and Chilimbi, T.",
TITLE = "Understanding and Constructing Latent Modality Structures in
Multi-Modal Representation Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7661-7671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141690"}
@inproceedings{bb145743,
AUTHOR = "Wang, D.B. and Li, L.Q. and Zhao, P.L. and Heng, P.A. and Zhang, M.L.",
TITLE = "On the Pitfall of Mixup for Uncertainty Calibration",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7609-7618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141691"}
@inproceedings{bb145744,
AUTHOR = "Agarwal, A. and Ratha, N. and Vatsa, M. and Singh, R.",
TITLE = "Benchmarking Robustness Beyond LP Norm Adversaries",
BOOKTITLE = AdvRob22,
YEAR = "2022",
PAGES = "342-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141692"}
@inproceedings{bb145745,
AUTHOR = "Risser Maroix, O. and Chamand, B.",
TITLE = "What can we Learn by Predicting Accuracy?",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2389-2398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141693"}
@book{bb145746,
AUTHOR = "Ueda, R. and Takeuchi, K. and Kashima, H.",
TITLE = "Mitigating Observatio>
ICPR22"}
@inproceedings{bb145747,
AUTHOR = "Pliushch, I. and Mundt, M. and Lupp, N. and Ramesh, V.",
TITLE = "When Deep Classifiers Agree:
Analyzing Correlations Between Learning Order and Image Statistics",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "VIII:397-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141695"}
@inproceedings{bb145748,
AUTHOR = "Zhu, F. and Cheng, Z. and Zhang, X.Y. and Liu, C.L.",
TITLE = "Rethinking Confidence Calibration for Failure Prediction",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:518-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141696"}
@inproceedings{bb145749,
AUTHOR = "Moayeri, M. and Pope, P. and Balaji, Y. and Feizi, S.",
TITLE = "A Comprehensive Study of Image Classification Model Sensitivity to
Foregrounds, Backgrounds, and Visual Attributes",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "19065-19075",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141697"}
@inproceedings{bb145750,
AUTHOR = "Poms, F. and Sarukkai, V. and Mullapudi, R.T. and Sohoni, N.S. and Mark, W.R. and Ramanan, D. and Fatahalian, K.",
TITLE = "Low-Shot Validation: Active Importance Sampling for Estimating
Classifier Performance on Rare Categories",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10685-10694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141698"}
@inproceedings{bb145751,
AUTHOR = "Moraes, D. and Benevides, P. and Moreira, F.D. and Costa, H. and Caetano, M.",
TITLE = "Exploring the Use of Classification Uncertainty to Improve
Classification Accuracy",
BOOKTITLE = ISPRS21,
YEAR = "2021",
PAGES = "B3-2021: 81-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141699"}
@inproceedings{bb145752,
AUTHOR = "Wang, C.Y. and Liao, H.Y.M. and Yeh, I.H. and Chuang, Y.Y. and Lin, Y.L.",
TITLE = "Exploring the power of lightweight YOLOv4",
BOOKTITLE = LPCV21,
YEAR = "2021",
PAGES = "779-788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141700"}
@article{bb145753,
AUTHOR = "Deng, W.J. and Zheng, L.",
TITLE = "AutoEval: Are Labels Always Necessary for Classifier Accuracy
Evaluation?",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1868-1880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141701"}
@inproceedings{bb145754,
AUTHOR = "Deng, W.J. and Zheng, L.",
TITLE = "Are Labels Always Necessary for Classifier Accuracy Evaluation?",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15064-15073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141702"}
@inproceedings{bb145755,
AUTHOR = "Sensoy, M. and Saleki, M. and Julier, S. and Aydogan, R. and Reid, J.",
TITLE = "Misclassification Risk and Uncertainty Quantification in Deep
Classifiers",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2483-2491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141703"}
@inproceedings{bb145756,
AUTHOR = "Shen, Y.C. and Zhang, Z.L. and Sabuncu, M.R. and Sun, L.",
TITLE = "Real-Time Uncertainty Estimation in Computer Vision via
Uncertainty-Aware Distribution Distillation",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "707-716",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141704"}
@inproceedings{bb145757,
AUTHOR = "Serrat, J. and Ruiz, I.",
TITLE = "Rank-based ordinal classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8069-8076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141705"}
@inproceedings{bb145758,
AUTHOR = "Burghouts, G.J.",
TITLE = "Task-specific Novel Object Characterization",
BOOKTITLE = HCAU20,
YEAR = "2020",
PAGES = "447-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141706"}
@inproceedings{bb145759,
AUTHOR = "Gao, J. and Hua, Y. and Hu, G.S. and Wang, C. and Robertson, N.M.",
TITLE = "Reducing Distributional Uncertainty by Mutual Information Maximisation
and Transferable Feature Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIII:587-605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141707"}
@inproceedings{bb145760,
AUTHOR = "Philion, J. and Kar, A. and Fidler, S.",
TITLE = "Learning to Evaluate Perception Models Using Planner-Centric Metrics",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14052-14061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141708"}
@inproceedings{bb145761,
AUTHOR = "Wang, P. and Vasconcelos, N.M.",
TITLE = "SCOUT: Self-Aware Discriminant Counterfactual Explanations",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8978-8987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141709"}
@inproceedings{bb145762,
AUTHOR = "Simon, D. and Farber, M. and Goldenberg, R.",
TITLE = "Auto-Annotation Quality Prediction for Semi-Supervised Learning with
Ensembles",
BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "3984-3988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141710"}
@inproceedings{bb145763,
AUTHOR = "Branchaud Charron, F. and Achkar, A. and Jodoin, P.M.",
TITLE = "Spectral Metric for Dataset Complexity Assessment",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "3210-3219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141711"}
@inproceedings{bb145764,
AUTHOR = "Das, D. and Ghosh, R. and Bhowmick, B.",
TITLE = "Deep Representation Learning Characterized by Inter-Class Separation
for Image Clustering",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "628-637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141712"}
@inproceedings{bb145765,
AUTHOR = "Chen, Z.Q. and Du, C.D. and Huang, L.J. and Li, D. and He, H.G.",
TITLE = "Improving Image Classification Performance with Automatically
Hierarchical Label Clustering",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1863-1868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141713"}
@inproceedings{bb145766,
AUTHOR = "Fawzi, A. and Frossard, P.",
TITLE = "Measuring the effect of nuisance variables on classifiers",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141714"}
@inproceedings{bb145767,
AUTHOR = "Mendiola Lau, V. and Silva Mata, F.J. and Calana, Y.P. and Bustamante, I.T. and de Marsico, M.",
TITLE = "Bio-Chemical Data Classification by Dissimilarity Representation and
Template Selection",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "374-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141715"}
@inproceedings{bb145768,
AUTHOR = "Barddal, J.P. and Gomes, H.M. and de Souza Britto, A. and Enembreck, F.",
TITLE = "A benchmark of classifiers on feature drifting data streams",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2180-2185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141716"}
@inproceedings{bb145769,
AUTHOR = "Wang, D. and Tan, X.Y.",
TITLE = "Label-Denoising Auto-encoder for Classification with Inaccurate
Supervision Information",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3648-3653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141717"}
@inproceedings{bb145770,
AUTHOR = "Cabrera, G.F. and Miller, C.J. and Schneider, J.",
TITLE = "Systematic Labeling Bias: De-biasing Where Everyone is Wrong",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "4417-4422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141718"}
@inproceedings{bb145771,
AUTHOR = "Hajizadeh, S. and Li, Z.L. and Dollevoet, R.P.B.J. and Tax, D.M.J.",
TITLE = "Evaluating Classification Performance with only Positive and Unlabeled
Samples",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "233-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141719"}
@inproceedings{bb145772,
AUTHOR = "Santos, J.M. and Embrechts, M.",
TITLE = "A Family of Two-Dimensional Benchmark Data Sets and Its Application to
Comparing Different Cluster Validation Indices",
BOOKTITLE = MCPR14,
YEAR = "2014",
PAGES = "41-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141720"}
@inproceedings{bb145773,
AUTHOR = "Aghazadeh, O. and Carlsson, S.",
TITLE = "Properties of Datasets Predict the Performance of Classifiers",
BOOKTITLE = BMVC13,
YEAR = "2013",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141721"}
@inproceedings{bb145774,
AUTHOR = "Loyola Gonzalez, O. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Garcia Borroto, M.",
TITLE = "A Novel Contrast Pattern Selection Method for Class Imbalance Problems",
BOOKTITLE = MCPR17,
YEAR = "2017",
PAGES = "42-52",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141722"}
@inproceedings{bb145775,
AUTHOR = "Loyola Gonzalez, O. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Garcia Borroto, M.",
TITLE = "Correlation of Resampling Methods for Contrast Pattern Based
Classifiers",
BOOKTITLE = MCPR15,
YEAR = "2015",
PAGES = "93-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141723"}
@inproceedings{bb145776,
AUTHOR = "Garcia Borroto, M. and Loyola Gonzalez, O. and Martinez Trinidad, J.F.",
TITLE = "Comparing Quality Measures for Contrast Pattern Classifiers",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "I:311-318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141724"}
@inproceedings{bb145777,
AUTHOR = "Welinder, P. and Welling, M. and Perona, P.",
TITLE = "A Lazy Man's Approach to Benchmarking:
Semisupervised Classifier Evaluation and Recalibration",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "3262-3269",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141725"}
@inproceedings{bb145778,
AUTHOR = "Wei, S.M. and Yu, Y.Z.",
TITLE = "Subspace segmentation with a Minimal Squared Frobenius Norm
Representation",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "3509-3512",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141726"}
@inproceedings{bb145779,
AUTHOR = "Berrar, D.",
TITLE = "Null QQ plots: A simple graphical alternative to significance testing
for the comparison of classifiers",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "1852-1855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141727"}
@inproceedings{bb145780,
AUTHOR = "Li, J. and Sonmez, A. and Cataltepe, Z. and Bax, E.",
TITLE = "Validation of Network Classifiers",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "448-457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141728"}
@inproceedings{bb145781,
AUTHOR = "Kallel, M. and Naouai, M. and Slama, Y.",
TITLE = "New Metrics to Evaluate Pattern Recognition in Remote Sensing Images",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "664-673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141729"}
@inproceedings{bb145782,
AUTHOR = "Ryazanov, V.V.",
TITLE = "Estimations of Clustering Quality via Evaluation of Its Stability",
BOOKTITLE = CIARP14,
YEAR = "2014",
PAGES = "432-439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141730"}
@inproceedings{bb145783,
AUTHOR = "Ryazanov, V.V.",
TITLE = "Clustering of Incomplete Data and Evaluation of Clustering Quality",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "146-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141731"}
@inproceedings{bb145784,
AUTHOR = "Zhou, G.J. and Wu, B. and Li, M.M.",
TITLE = "Improved accuracy assessment indices for object-based high resolution
remotely sensed imagery classification",
BOOKTITLE = IASP11,
YEAR = "2011",
PAGES = "181-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141732"}
@inproceedings{bb145785,
AUTHOR = "Marsetic, A. and Kokalj, Z. and Ostir, K.",
TITLE = "The effect of lossy image compression on object based image classification:
WorldView-2 case study",
BOOKTITLE = HighRes11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141733"}
@inproceedings{bb145786,
AUTHOR = "Weih, R.C. and Riggan, N.D.",
TITLE = "Object-Based Classification vs. Pixel-Based Classification:
Comparitive Importance of Multi-Resolution Imagery",
BOOKTITLE = GEOBIA10,
YEAR = "2010",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141734"}
@inproceedings{bb145787,
AUTHOR = "Huang, H.Q. and Mok, P.Y. and Kwok, Y.L. and Au, S.C.",
TITLE = "A Parameter Free Approach for Clustering Analysis",
BOOKTITLE = CAIP09,
YEAR = "2009",
PAGES = "816-823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141735"}
@inproceedings{bb145788,
AUTHOR = "Zhang, W. and Deng, H.L.",
TITLE = "Understanding visual dictionaries via Maximum Mutual Information curves",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141736"}
@inproceedings{bb145789,
AUTHOR = "Zhang, X. and Liang, L. and Tang, X. and Shum, H.Y.",
TITLE = "L1 regularized projection pursuit for additive model learning",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141737"}
@inproceedings{bb145790,
AUTHOR = "Su, Y. and Shan, S.G. and Chen, X.L. and Gao, W.",
TITLE = "Classifiability-based Optimal Discriminatory Projection Pursuit",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141738"}
@inproceedings{bb145791,
AUTHOR = "Gonzalez Guevara, V.I. and Godoy Calderon, S. and Alba Cabrera, E. and Ibarra Fiallo, J.",
TITLE = "A Mixed Learning Strategy for Finding Typical Testors in Large Datasets",
BOOKTITLE = CIARP15,
YEAR = "2015",
PAGES = "716-723",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141739"}
@inproceedings{bb145792,
AUTHOR = "Alba Cabrera, E. and Ibarra Fiallo, J. and Godoy Calderon, S. and Cervantes Alonso, F.",
TITLE = "YYC: A Fast Performance Incremental Algorithm for Finding Typical
Testors",
BOOKTITLE = CIARP14,
YEAR = "2014",
PAGES = "416-423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141740"}
@inproceedings{bb145793,
AUTHOR = "Alba Cabrera, E. and Ibarra Fiallo, J. and Godoy Calderon, S.",
TITLE = "A Theoretical and Practical Framework for Assessing the Computational
Behavior of Typical Testor-Finding Algorithms",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "I:351-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141741"}
@inproceedings{bb145794,
AUTHOR = "Godoy Calderon, S. and Martinez Trinidad, J.F. and Cortes, M.L.",
TITLE = "Proposal for a Unified Methodology for Evaluating Supervised and
Non-supervised Classification Algorithms",
BOOKTITLE = CIARP06,
YEAR = "2006",
PAGES = "674-685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141742"}
@inproceedings{bb145795,
AUTHOR = "Mouchere, H. and Anquetil, E.",
TITLE = "A Unified Strategy to Deal with Different Natures of Reject",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 792-795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141743"}
@inproceedings{bb145796,
AUTHOR = "Pugliese, L. and Scarpetta, S. and Esposito, A. and Marinaro, M.",
TITLE = "An Application of Neural and Probabilistic Unsupervised Methods to
Environmental Factor Analysis of Multi-spectral Images",
BOOKTITLE = CIAP05,
YEAR = "2005",
PAGES = "1190-1197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141744"}
@inproceedings{bb145797,
AUTHOR = "Maillard, P. and Clausi, D.A.",
TITLE = "Comparing Classification Metrics for Labeling Segmented Remote Sensing
Images",
BOOKTITLE = CRV05,
YEAR = "2005",
PAGES = "421-428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141745"}
@inproceedings{bb145798,
AUTHOR = "Kolsch, T. and Keysers, D. and Ney, H. and Paredes, R.",
TITLE = "Enhancements for local feature based image classification",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 248-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141746"}
@inproceedings{bb145799,
AUTHOR = "Mansilla, E.B. and Ho, T.K.",
TITLE = "On classifier domains of competence",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 136-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141747"}
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