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Loss Functions

1162 directly classified papers

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Papers

The Level Weighted Structural Similarity Loss: A Step Away from MSE AAAI 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NIPS 2019
When does label smoothing help? NIPS 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Region Mutual Information Loss for Semantic Segmentation NIPS 2019
Investigation of Cost Function for Supervised Monaural Speech Separation INTERSPEECH 2019
Adversarial Regularization for End-to-End Robust Speaker Verification INTERSPEECH 2019
End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification INTERSPEECH 2019
Stochastic Negative Mining for Learning with Large Output Spaces AISTATS 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization EMNLP 2019
Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization INTERSPEECH 2019
Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval AAAI 2019
Multi-Observation Regression AISTATS 2019
Two-temperature logistic regression based on the Tsallis divergence AISTATS 2019
Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer EMNLP 2019
Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization IJCNLP 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses IJCNLP 2019
Incorporating Label Dependencies in Multilabel Stance Detection IJCNLP 2019
Locating Objects Without Bounding Boxes CVPR 2019
Variance-based Regularization with Convex Objectives JMLR 2019
Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019
Differentiated Distribution Recovery for Neural Text Generation AAAI 2019
Gradient Harmonized Single-Stage Detector AAAI 2019