Loss Functions

A Unified Framework for Rank-based Loss Minimization NeurIPS 2023 Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection CVPR 2023 Correlation Loss: Enforcing Correlation between Classification and Localization AAAI 2023 Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision CVPR 2023 Dual Focal Loss for Calibration ICML 2023 Perception-Oriented Single Image Super-Resolution Using Optimal Objective Estimation CVPR 2023 Realistic Saliency Guided Image Enhancement CVPR 2023 Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SemEval 2023 STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection CVPR 2023 TaskMet: Task-driven Metric Learning for Model Learning NeurIPS 2023 Two-Way Multi-Label Loss CVPR 2023 Active Boundary Loss for Semantic Segmentation AAAI 2022 Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration CVPR 2022 Balanced MSE for Imbalanced Visual Regression CVPR 2022 BRIO: Bringing Order to Abstractive Summarization ACL 2022 C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection CVPR 2022 Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022 Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022 Is L^2 Physics Informed Loss Always Suitable for Training Physics Informed Neural Network? NeurIPS 2022 Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators NeurIPS 2022 Multi Label Loss Correction against Missing and Corrupted Labels ACML 2022 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path ICLR 2022