Loss Functions

Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? Interspeech 2024 Cardinality-Aware Set Prediction and Top-k Classification NeurIPS 2024 Cauchy-Schwarz Divergence Information Bottleneck for Regression ICLR 2024 Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024 Complementary-Contradictory Feature Regularization Against Multimodal Overfitting WACV 2024 Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models ACL 2024 Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration AAAI 2024 Consistent Hierarchical Classification with A Generalized Metric AISTATS 2024 Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature NeurIPS 2024 Decoupled Kullback-Leibler Divergence Loss NeurIPS 2024 Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024 Doubly Robust Instance-Reweighted Adversarial Training ICLR 2024 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024 Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods IJCAI 2024 Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024 Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction ICLR 2024 Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models ICLR 2024 Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024 Explanation-based Training with Differentiable Insertion/Deletion Metric-aware Regularizers AISTATS 2024 F2RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation EMNLP 2024 fairret: a Framework for Differentiable Fairness Regularization Terms ICLR 2024 Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting NeurIPS 2024 From Posterior Sampling to Meaningful Diversity in Image Restoration ICLR 2024 GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo WACV 2024