temperature scaling

T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning CVPR 2025 Temperature in Cosine-based Softmax Loss ICCV 2025 Temperature Optimization for Bayesian Deep Learning UAI 2025 Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025 Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI 2025 Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models COLING 2025 An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024 ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods WACV 2024 Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation NAACL 2024 Calibrating Language Models with Adaptive Temperature Scaling EMNLP 2024 CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving AAAI 2024 Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration AAAI 2024 Extreme Miscalibration and the Illusion of Adversarial Robustness ACL 2024 Fast-ELECTRA for Efficient Pre-training ICLR 2024 Knowledge Distillation Based on Transformed Teacher Matching ICLR 2024 LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses ICLR 2024 Logit Standardization in Knowledge Distillation CVPR 2024 On the Limitations of Temperature Scaling for Distributions with Overlaps ICLR 2024 Open-Vocabulary Calibration for Fine-tuned CLIP ICML 2024 Post-Hoc Reversal: Are We Selecting Models Prematurely? NeurIPS 2024 Program-Aided Reasoners (Better) Know What They Know NAACL 2024 Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation ICML 2024 Selective Attention: Enhancing Transformer through Principled Context Control NeurIPS 2024 Set Learning for Accurate and Calibrated Models ICLR 2024 Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024