Loss Functions

The KFIoU Loss for Rotated Object Detection ICLR 2023 Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023 Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ACL 2023 Towards Faithful Dialogues via Focus Learning ACL 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023 Two-Way Multi-Label Loss CVPR 2023 UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023 UniFace: Unified Cross-Entropy Loss for Deep Face Recognition ICCV 2023 UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition NeurIPS 2023 Weighted Sampling without Replacement for Deep Top-k Classification ICML 2023 Weighted Von Mises Distribution-based Loss Function for Real-time STFT Phase Reconstruction Using DNN Interspeech 2023 What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023 What Can We Learn by Predicting Accuracy? WACV 2023 When Does Optimizing a Proper Loss Yield Calibration? NeurIPS 2023 WRF: Weighted Rouge-F1 Metric for Entity Recognition AACL 2023 A Consistent and Differentiable Lp Canonical Calibration Error Estimator NeurIPS 2022 A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022 Active Boundary Loss for Semantic Segmentation AAAI 2022 AdaFace: Quality Adaptive Margin for Face Recognition CVPR 2022 AdaFocal: Calibration-aware Adaptive Focal Loss NeurIPS 2022 Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022 Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition AAAI 2022 Adaptive Rectangle Loss for Speaker Verification Interspeech 2022