Loss Functions

RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks AISTATS 2025 Speech Mutil-label Emotion Recognition Using Asymmetric Class Loss Function Based on Effective Samples Interspeech 2025 Training Deep Neural Networks with Virtual Smoothing Classes AAAI 2025 WaveLoss: An Adaptive Dynamic Loss for Deep Gait Recognition AAAI 2025 ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 A Computation-Aware Shape Loss Function for Point Cloud Completion AAAI 2024 Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework ICLR 2024 Batch Normalization Is Blind to the First and Second Derivatives of the Loss AAAI 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Boosted Conformal Prediction Intervals NeurIPS 2024 Calibrating Long-form Generations From Large Language Models EMNLP 2024 CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting ICLR 2024 Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs ACL 2024 CR-SAM: Curvature Regularized Sharpness-Aware Minimization AAAI 2024 Decoupled Kullback-Leibler Divergence Loss NeurIPS 2024 Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding EMNLP 2024 Expressive Losses for Verified Robustness via Convex Combinations ICLR 2024 Learning with Fitzpatrick Losses NeurIPS 2024 MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift AAAI 2024 Misalignment-Robust Frequency Distribution Loss for Image Transformation CVPR 2024 Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks AAAI 2024 On the Importance of Large Objects in CNN Based Object Detection Algorithms WACV 2024 Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks UAI 2024 Towards Calibrated Multi-label Deep Neural Networks CVPR 2024 Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning ACML 2023