Loss Functions

Rethinking Data Distillation: Do Not Overlook Calibration ICCV 2023 Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union NeurIPS 2023 RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases CVPR 2023 RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks ICCV 2023 Robust Image Classification via Using Multiple Diversity Losses ACML 2023 S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields ICCV 2023 SafeWebUH at SemEval-2023 Task 11: Learning Annotator Disagreement in Derogatory Text: Comparison of Direct Training vs Aggregation SemEval 2023 SAM operates far from home: eigenvalue regularization as a dynamical phenomenon ICML 2023 Sample-Dependent Adaptive Temperature Scaling for Improved Calibration AAAI 2023 Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SemEval 2023 Scaling of Class-wise Training Losses for Post-hoc Calibration ICML 2023 Score-balanced Loss for Multi-aspect Pronunciation Assessment Interspeech 2023 Sigmoid Loss for Language Image Pre-Training ICCV 2023 Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023 Smoothly Giving up: Robustness for Simple Models AISTATS 2023 SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition AAAI 2023 SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NeurIPS 2023 Spurious Valleys and Clustering Behavior of Neural Networks ICML 2023 STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection CVPR 2023 Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023 Structured Prediction with Stronger Consistency Guarantees NeurIPS 2023 Tailoring Language Generation Models under Total Variation Distance ICLR 2023 TCE: A Test-Based Approach to Measuring Calibration Error UAI 2023 Test-Time Distribution Normalization for Contrastively Learned Visual-language Models NeurIPS 2023 The Geometry and Calculus of Losses JMLR 2023