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Loss Functions

1162 directly classified papers

Papers per year

Papers

Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization AAAI 2026
Mitigating Negative Flips via Margin Preserving Training AAAI 2026
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? EACL 2026
DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors AAAI 2026
Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting AAAI 2026
Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026
QAL : A Loss for Recall-Precision Balance in 3D Reconstruction WACV 2026
DiRe: Diversity-promoting Regularization for Dataset Condensation WACV 2026
CTC Regularization for Low-Resource Speech-to-Text Translation EACL 2026
Improving Sparse IMU-based Motion Capture with Motion Label Smoothing AAAI 2026
Tractable Sharpness-Aware Learning of Probabilistic Circuits AAAI 2026
Variation-Bounded Loss for Noise-Tolerant Learning AAAI 2026
Rethinking the Dark Knowledge and Kullback-Leibler Divergence Loss in Knowledge Distillation Under Capacity Mismatching AAAI 2026
Rectify Evaluation Preference: Improving LLMs’ Critique on Math Reasoning via Perplexity-aware Reinforcement Learning AAAI 2026
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026
QCFace: Image Quality Control for boosting Face Representation & Recognition WACV 2026
Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology WACV 2026
CLUE: Bringing Machine Unlearning to Mobile Devices WACV 2026
CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026
Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared Task EACL 2026
Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026
BCE3S: Binary Cross-Entropy Based Tripartite Synergistic Learning for Long-Tailed Recognition AAAI 2026
Posterior Label Smoothing for Node Classification AAAI 2026
Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution AAAI 2026
Learning Dynamics as Feedback: An Adaptive Entropy Flow Dynamics Framework for Long-tailed Human Action Recognition AAAI 2026