Constrained Optimization to Train Neural Networks on Critical and
Under-Represented Classes

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Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes

21 February 2021

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Papers citing "Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes"

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Title
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images Dongheng Lin Han Hu Jianbo Jiao 99 0 0 23 Mar 2025
The inexact power augmented Lagrangian method for constrained nonconvex optimization Alexander Bodard Konstantinos A. Oikonomidis Emanuel Laude Panagiotis Patrinos 110 2 0 26 Oct 2024
Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz OODD VLM 134 17 0 18 Jul 2024
WANCO: Weak Adversarial Networks for Constrained Optimization problems Gang Bao Dong Wang Boyi Zou 133 1 0 04 Jul 2024
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks C. Coelho M. F. P. Costa L. L. Ferrás 86 1 0 05 Mar 2024
Geometry-Informed Neural Networks Arturs Berzins Andreas Radler Eric Volkmann Sebastian Sanokowski Sepp Hochreiter Johannes Brandstetter GAN AI4CE 187 4 0 21 Feb 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models Julio Silva-Rodríguez Sina Hajimiri Ismail Ben Ayed Jose Dolz VLM 118 46 0 20 Dec 2023
QuadAttack: A Quadratic Programming Approach to Ordered Top-K Attacks Thomas Paniagua Ryan Grainger Tianfu Wu AAML 91 0 0 12 Dec 2023
Achieving Constraints in Neural Networks: A Stochastic Augmented Lagrangian Approach Diogo Mateus Lavado Cláudia Soares Alessandra Micheletti 79 1 0 25 Oct 2023
Expert load matters: operating networks at high accuracy and low manual effort Sara Sangalli Ertunc Erdil E. Konukoglu 100 6 0 09 Aug 2023
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate Kiarash Mohammadi He Zhao Mengyao Zhai Frederick Tung 103 4 0 31 Mar 2023
Class Adaptive Network Calibration Bingyuan Liu Jérôme Rony Adrian Galdran Jose Dolz Ismail Ben Ayed 118 12 0 28 Nov 2022
Composite Score for Anomaly Detection in Imbalanced Real-World Industrial Dataset Arnaud Bougaham M. Adoui Isabelle Linden Benoit Frénay 52 7 0 25 Nov 2022
Training OOD Detectors in their Natural Habitats Julian Katz-Samuels Julia B. Nakhleh Robert D. Nowak Yixuan Li OODD 136 94 0 07 Feb 2022
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems Tommaso Giovannelli G. Kent Luis Nunes Vicente 151 12 0 01 Oct 2021