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Loss Functions

1162 directly classified papers

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Papers

Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. CVPR 2025
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025
Heatmap Regression without Soft-Argmax for Facial Landmark Detection ICCV 2025
Randomization Can Reduce Both Bias and Variance: A Case Study in Random Forests JMLR 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Loss Functions for Predictor-based Neural Architecture Search ICCV 2025
Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025
Are Ensembles Getting Better All the Time? JMLR 2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025
Real-World Summarization: When Evaluation Reaches Its Limits EMNLP 2025
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation AAAI 2025
Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025
Proper losses regret at least 1/2-order JMLR 2025
PossLoss: A Reliable and Sensitive Facial Landmark Detection Loss Function ICCV 2025
SLACE: A Monotone and Balance-Sensitive Loss Function for Ordinal Regression AAAI 2025
Revisiting Interpolation for Noisy Label Correction AAAI 2025
Feature Clipping for Uncertainty Calibration AAAI 2025
Balanced Sharpness-Aware Minimization for Imbalanced Regression ICCV 2025
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025
NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification ACL 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa ACL 2025
R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025
Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration CVPR 2025