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Loss Functions

1162 directly classified papers

Papers per year

Papers

Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation CVPR 2024
Post-Hoc Reversal: Are We Selecting Models Prematurely? NIPS 2024
A Computation-Aware Shape Loss Function for Point Cloud Completion AAAI 2024
MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift AAAI 2024
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract) IJCAI 2024
Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
Uncertainty-Aware GAN for Single Image Super Resolution AAAI 2024
Consistent Hierarchical Classification with A Generalized Metric AISTATS 2024
Reducing Speech Distortion and Artifacts for Speech Enhancement by Loss Function INTERSPEECH 2024
Mitigating Underfitting in Learning to Defer with Consistent Losses AISTATS 2024
Scoring with Confidence? – Exploring High-confidence Scoring for Saving Manual Grading Effort NAACL 2024
Scalable Geometric Fracture Assembly via Co-creation Space among Assemblers AAAI 2024
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024
Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024
Improving Readability Assessment with Ordinal Log-Loss NAACL 2024
Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-Identification CVPR 2024
Non-contrastive sentence representations via self-supervision NAACL 2024
TueSents at SemEval-2024 Task 8: Predicting the Shift from Human Authorship to Machine-generated Output in a Mixed Text NAACL 2024
Suppressing Uncertainty in Gaze Estimation AAAI 2024
IR2: Information Regularization for Information Retrieval COLING 2024
Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024
Sequence Reducible Holdout Loss for Language Model Pretraining COLING 2024
Soft metrics for evaluation with disagreements: an assessment COLING 2024