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Loss Functions

1162 directly classified papers

Papers per year

Papers

Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models ACL 2023
Patch-Level Gaze Distribution Prediction for Gaze Following WACV 2023
On the Dynamics Under the Unhinged Loss and Beyond JMLR 2023
What Can We Learn by Predicting Accuracy? WACV 2023
Indirect Adversarial Losses via an Intermediate Distribution for Training GANs WACV 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023
Scaling of Class-wise Training Losses for Post-hoc Calibration ICML 2023
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing ACL 2023
On Regularization and Inference with Label Constraints ICML 2023
Implicit Jacobian regularization weighted with impurity of probability output ICML 2023
On Tilted Losses in Machine Learning: Theory and Applications JMLR 2023
Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023
Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023
Chride at SemEval-2023 Task 10: Fine-tuned Deberta-V3 on Detection of Online Sexism with Hierarchical Loss SEMEVAL 2023
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction ICML 2023
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning ICML 2023
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration AAAI 2023
Dual Focal Loss for Calibration ICML 2023
On the inconsistency of separable losses for structured prediction EACL 2023
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NIPS 2023
Spurious Valleys and Clustering Behavior of Neural Networks ICML 2023
$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023
Optimal Strategies for Reject Option Classifiers JMLR 2023