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loss function

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neural network (37) neural network optimization (29) object detection (28) deep neural network (27) semantic segmentation (26) convolutional neural network (25) class imbalance (25) gradient descent (24) multi-label classification (22) deep learning (20)

Papers

Learning to Substitute Words with Model-based Score Ranking NAACL 2025 Learning with Confidence UAI 2025 Learn Singularly Perturbed Solutions via Homotopy Dynamics ICML 2025 Lightweight-Mark: Rethinking Deep Learning-Based Watermarking ICML 2025 LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data IJCAI 2025 Loss Functions for Predictor-based Neural Architecture Search ICCV 2025 Model as Loss: A Self-Consistent Training Paradigm Interspeech 2025 MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics ICML 2025 On Inference for the Support Vector Machine JMLR 2025 Optimizing Neural Network Training and Quantization with Rooted Logistic Objectives AISTATS 2025 Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach ICML 2025 PossLoss: A Reliable and Sensitive Facial Landmark Detection Loss Function ICCV 2025 PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss EMNLP 2025 Prompt Guidance and Human Proximal Perception for HOT Prediction with Regional Joint Loss ICCV 2025 Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization ICLR 2025 Psych-Occlusion: using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue WACV 2025 QP Based Constrained Optimization for Reliable PINN Training L4DC 2025 Quadratic Upper Bound for Boosting Robustness ICML 2025 RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations ICML 2025 RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks AISTATS 2025 SLACE: A Monotone and Balance-Sensitive Loss Function for Ordinal Regression AAAI 2025 SPO: Self Preference Optimization with Self Regularization EMNLP 2025 Stable Autofocus with Focal Consistency Loss WACV 2025