- Sheshera Mysore, Zhuoran Lu, Mengting Wan, Longqi Yang, Steve Menezes, Tina Baghaee, Emmanuel Barajas Gonzalez, Jennifer Neville, Tara Safavi:
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers. CoRR abs/2311.09180 (2023) - Adam Tauman Kalai, Santosh S. Vempala:
Calibrated Language Models Must Hallucinate. CoRR abs/2311.14648 (2023) - 2022
- Chihyun Cho, Jae-Yong Kwon, Hyunji Koo, Tae-Weon Kang:
Uncertainty Analysis of Scattering Parameters Calibrated by an Electronic Calibration Unit Based on a Residual Model. IEEE Access 10: 6328-6337 (2022) - Sautami Basu, Ravinder Agarwal, Vishal Srivastava:
Deep discriminative learning model with calibrated attention map for the automated diagnosis of diffuse large B-cell lymphoma. Biomed. Signal Process. Control. 76: 103728 (2022) - Rachael Stentiford, Thomas C. Knowles, Martin J. Pearson:
A Spiking Neural Network Model of Rodent Head Direction Calibrated With Landmark Free Learning. Frontiers Neurorobotics 16: 867019 (2022) - Devon P. Holst, Pascal Friederich, Alán Aspuru-Guzik, Timothy P. Bender:
Updated Calibrated Model for the Prediction of Molecular Frontier Orbital Energies and Its Application to Boron Subphthalocyanines. J. Chem. Inf. Model. 62(4): 829-840 (2022) - Junyu Li, Feijuan Li, Lilong Liu, Liangke Huang, Lv Zhou, Hongchang He:
A Calibrated GPT3 (CGPT3) Model for the Site-Specific Zenith Hydrostatic Delay Estimation in the Chinese Mainland and Its Surrounding Areas. Remote. Sens. 14(24): 6357 (2022) - Hu Yang, Martin Burgdorf:
A Calibrated Lunar Microwave Radiative Transfer Model Based on Satellite Observations. Remote. Sens. 14(21): 5501 (2022) - Heewon You, Sung-Hoon Byun, Youngmin Choo:
Underwater Acoustic Signal Detection Using Calibrated Hidden Markov Model with Multiple Measurements. Sensors 22(14): 5088 (2022) - Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos:
A Learnable Model With Calibrated Uncertainty Quantification for Estimating Canopy Height From Spaceborne Sequential Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - Sumeet Kalia, Olli Saarela, Tao Chen, Braden O'Neill, Christopher Meaney, Jessica L. Gronsbell, Ervin Sejdic, Michael D. Escobar, Babak Aliarzadeh, Rahim Moineddin, Conrad Pow, Frank M. Sullivan, Michelle Greiver:
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. IEEE J. Biomed. Health Informatics 26(8): 4197-4206 (2022) - Wonbin Kweon, SeongKu Kang, Hwanjo Yu:
Obtaining Calibrated Probabilities with Personalized Ranking Models. AAAI 2022: 4083-4091 - Dongha Choi, Hongseok Choi, Hyunju Lee:
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation. ACL (1) 2022: 1658-1669 - Adam Dziedzic, Muhammad Ahmad Kaleem, Yu Shen Lu, Nicolas Papernot:
Increasing the Cost of Model Extraction with Calibrated Proof of Work. ICLR 2022 - Julien Leprince, Clayton Miller, Henrik Madsen, Kaustav Basu, Rik van der Vlist, Wim Zeiler:
Grey-Brick Buildings, an Open Data Set of Calibrated RC Models of Dutch Residential Building Heat Dynamics. SenSys 2022: 1067-1071 - Adam Dziedzic, Muhammad Ahmad Kaleem, Yu Shen Lu, Nicolas Papernot:
Increasing the Cost of Model Extraction with Calibrated Proof of Work. CoRR abs/2201.09243 (2022) - Biraja Ghoshal, Allan Tucker:
On Calibrated Model Uncertainty in Deep Learning. CoRR abs/2206.07795 (2022) - Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska, Jean Yoshii:
Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification. CoRR abs/2208.11619 (2022) - Ye Wang, Qi Zhao, Wenyan Wu, Ailsa Willis, Angus R. Simpson, Erik Weyer:
Improved Pump Setpoint Selection Using a Calibrated Hydraulic Model of a High-Pressure Irrigation System. CoRR abs/2208.12395 (2022) - 2021
- Yazid Attabi, Benoît Champagne, Wei-Ping Zhu:
DNN-Based Calibrated-Filter Models for Speech Enhancement. Circuits Syst. Signal Process. 40(6): 2926-2949 (2021) - Mourad Oulghelou, Cyrille Allery:
Non intrusive method for parametric model order reduction using a bi-calibrated interpolation on the Grassmann manifold. J. Comput. Phys. 426: 109924 (2021) - Vivien Georgiana Stefan, Gianfranco Indrio, Maria José Escorihuela, Pere Quintana-Seguí, Josep Maria Villar:
High-Resolution SMAP-Derived Root-Zone Soil Moisture Using an Exponential Filter Model Calibrated per Land Cover Type. Remote. Sens. 13(6): 1112 (2021) - Vojtech Kejzlar, Mookyong Son, Shrijita Bhattacharya, Tapabrata Maiti:
A fast and calibrated computer model emulator: an empirical Bayes approach. Stat. Comput. 31(4): 49 (2021) - Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng:
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. CVPR 2021: 12341-12351 - Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl:
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. EACL 2021: 1754-1761 - Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. EMNLP (Findings) 2021: 475-486 - Akis Linardos, Matthias Kümmerer, Ori Press, Matthias Bethge:
DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling. ICCV 2021: 12899-12908 - Ulf Johansson, Tuwe Löfström, Henrik Boström:
Well-Calibrated and Sharp Interpretable Multi-Class Models. MDAI 2021: 193-204 - Iñigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad:
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction. MLHC 2021: 535-566 - Zhengzhuo Xu, Zenghao Chai, Chun Yuan:
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective. NeurIPS 2021: 7139-7152