Loss Functions

BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics ACL 2023 Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023 Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning WACV 2023 Calibration by Distribution Matching: Trainable Kernel Calibration Metrics NeurIPS 2023 Chride at SemEval-2023 Task 10: Fine-tuned Deberta-V3 on Detection of Online Sexism with Hierarchical Loss SemEval 2023 Class Adaptive Network Calibration CVPR 2023 Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SemEval 2023 Collision Probability Matching Loss for Disentangling Epistemic Uncertainty from Aleatoric Uncertainty AISTATS 2023 Compute-Efficient Churn Reduction for Conversational Agents EMNLP 2023 Consistent Complementary-Label Learning via Order-Preserving Losses AISTATS 2023 Contrastive Learning and Reward Smoothing for Deep Portfolio Management IJCAI 2023 Correlation Loss: Enforcing Correlation between Classification and Localization AAAI 2023 Cross-Entropy Loss Functions: Theoretical Analysis and Applications ICML 2023 Curriculum Temperature for Knowledge Distillation AAAI 2023 Cut your Losses with Squentropy ICML 2023 CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection WACV 2023 Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer ICLR 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023 Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision CVPR 2023 Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models AISTATS 2023 Delving into Semantic Scale Imbalance ICLR 2023 Disposable Transfer Learning for Selective Source Task Unlearning ICCV 2023 Dissecting Deep Metric Learning Losses for Image-Text Retrieval WACV 2023 Distributionally Robust Post-hoc Classifiers under Prior Shifts ICLR 2023 Domain Generalization via Rationale Invariance ICCV 2023