Loss Functions

BCE3S: Binary Cross-Entropy Based Tripartite Synergistic Learning for Long-Tailed Recognition AAAI 2026 Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting AAAI 2026 Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization AAAI 2026 CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026 CLUE: Bringing Machine Unlearning to Mobile Devices WACV 2026 CTC Regularization for Low-Resource Speech-to-Text Translation EACL 2026 DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors AAAI 2026 DiRe: Diversity-promoting Regularization for Dataset Condensation WACV 2026 Do We Need to Penalize Variance of Losses for Learning with Label Noise? JMLR 2026 Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026 GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks AAAI 2026 Improving Sparse IMU-based Motion Capture with Motion Label Smoothing AAAI 2026 Learning Dynamics as Feedback: An Adaptive Entropy Flow Dynamics Framework for Long-tailed Human Action Recognition AAAI 2026 Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting AAAI 2026 Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026 Mitigating Negative Flips via Margin Preserving Training AAAI 2026 MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data WACV 2026 Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared Task EACL 2026 Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution AAAI 2026 Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology WACV 2026 Posterior Label Smoothing for Node Classification AAAI 2026 QAL : A Loss for Recall-Precision Balance in 3D Reconstruction WACV 2026 QCFace: Image Quality Control for boosting Face Representation & Recognition WACV 2026 Rectify Evaluation Preference: Improving LLMs’ Critique on Math Reasoning via Perplexity-aware Reinforcement Learning AAAI 2026 ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation AAAI 2026