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Loss Functions

1162 directly classified papers

Papers per year

Papers

Correlation Loss: Enforcing Correlation between Classification and Localization AAAI 2023
Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023
Powerset multi-class cross entropy loss for neural speaker diarization INTERSPEECH 2023
Disposable Transfer Learning for Selective Source Task Unlearning ICCV 2023
Explicit Regularization in Overparametrized Models via Noise Injection AISTATS 2023
Model Calibration in Dense Classification with Adaptive Label Perturbation ICCV 2023
Rethinking Data Distillation: Do Not Overlook Calibration ICCV 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks ICCV 2023
Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023
Sigmoid Loss for Language Image Pre-Training ICCV 2023
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL 2023
RankMixup: Ranking-Based Mixup Training for Network Calibration ICCV 2023
UniFace: Unified Cross-Entropy Loss for Deep Face Recognition ICCV 2023
Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles AISTATS 2023
SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition AAAI 2023
A step towards understanding why classification helps regression ICCV 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism ACL 2023
SafeWebUH at SemEval-2023 Task 11: Learning Annotator Disagreement in Derogatory Text: Comparison of Direct Training vs Aggregation SEMEVAL 2023
Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition ACL 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields ICCV 2023
Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023
Score-balanced Loss for Multi-aspect Pronunciation Assessment INTERSPEECH 2023
Implicit Training of Inference Network Models for Structured Prediction UAI 2023
Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023