Loss Functions

Experimenting with Power Divergences for Language Modeling EMNLP 2019 Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NeurIPS 2019 Fair Loss: Margin-Aware Reinforcement Learning for Deep Face Recognition ICCV 2019 Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019 Focus Is All You Need: Loss Functions for Event-Based Vision CVPR 2019 Forward-Backward Decoding for Regularizing End-to-End TTS Interspeech 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning AAAI 2019 f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019 Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression CVPR 2019 Gradient Harmonized Single-Stage Detector AAAI 2019 Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation ICLR 2019 Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019 Image-to-Image Translation with Multi-Path Consistency Regularization IJCAI 2019 Improving Adversarial Robustness via Guided Complement Entropy ICCV 2019 Improving Answer Selection and Answer Triggering using Hard Negatives EMNLP 2019 Improving MMD-GAN Training with Repulsive Loss Function ICLR 2019 Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019 Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019 Investigation of Cost Function for Supervised Monaural Speech Separation Interspeech 2019 Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets MIDL 2019 Label super-resolution networks ICLR 2019 Large Margin Softmax Loss for Speaker Verification Interspeech 2019 L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise NeurIPS 2019 Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms AISTATS 2019 Learning Neural Networks with Adaptive Regularization NeurIPS 2019