Loss Functions

CPR: Classifier-Projection Regularization for Continual Learning ICLR 2021 CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement CVPR 2021 Deep Neural Network Calibration for E2E Speech Recognition System Interspeech 2021 Demonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract) AAAI 2021 Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder Interspeech 2021 Differentiable Divergences Between Time Series AISTATS 2021 Disentangled Contour Learning for Quadrilateral Text Detection WACV 2021 Diversifying Dialog Generation via Adaptive Label Smoothing ACL 2021 Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation EMNLP 2021 Enhanced Regularizers for Attributional Robustness AAAI 2021 Equalization Loss v2: A New Gradient Balance Approach for Long-Tailed Object Detection CVPR 2021 Error-Sensitive Evaluation for Ordinal Target Variables EMNLP 2021 Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study IJCAI 2021 EVALUATION OF NEURAL ARCHITECTURES TRAINED WITH SQUARE LOSS VS CROSS-ENTROPY IN CLASSIFICATION TASKS ICLR 2021 Exploiting Spatial Relation for Reducing Distortion in Style Transfer WACV 2021 Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021 Fenchel-Young Losses with Skewed Entropies for Class-posterior Probability Estimation AISTATS 2021 Focal Frequency Loss for Image Reconstruction and Synthesis ICCV 2021 From Label Smoothing to Label Relaxation AAAI 2021 Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement Interspeech 2021 GAN Vocoder: Multi-Resolution Discriminator Is All You Need Interspeech 2021 Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels NeurIPS 2021 Generic Perceptual Loss for Modeling Structured Output Dependencies CVPR 2021 Gradient-based Editing of Memory Examples for Online Task-free Continual Learning NeurIPS 2021