temperature scaling

Source-Free Domain-Invariant Performance Prediction ECCV 2024 Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024 Calibration techniques for node classification using graph neural networks on medical image data MIDL 2023 Curriculum Temperature for Knowledge Distillation AAAI 2023 Distilling Calibrated Knowledge for Stance Detection ACL 2023 Expectation consistency for calibration of neural networks UAI 2023 Improving Training and Inference of Face Recognition Models via Random Temperature Scaling AAAI 2023 Long Horizon Temperature Scaling ICML 2023 Massively Scaling Heteroscedastic Classifiers ICLR 2023 Rethinking Data Distillation: Do Not Overlook Calibration ICCV 2023 Sample-Dependent Adaptive Temperature Scaling for Improved Calibration AAAI 2023 The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers Interspeech 2023 Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification AAAI 2023 Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again NeurIPS 2022 Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022 Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022 Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022 Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022 Contour-Hugging Heatmaps for Landmark Detection CVPR 2022 Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022 On the Calibration of Massively Multilingual Language Models EMNLP 2022 On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022 Out of Distribution Detection via Neural Network Anchoring ACML 2022 Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification ACL 2022