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Loss Functions

1162 directly classified papers

Papers per year

Papers

Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder INTERSPEECH 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification SEMEVAL 2021
Soft Calibration Objectives for Neural Networks NIPS 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards ACL 2021
Uncertainty-Driven Loss for Single Image Super-Resolution NIPS 2021
Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021
Error-Sensitive Evaluation for Ordinal Target Variables EMNLP 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NIPS 2021
Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences AAAI 2021
Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation AAAI 2021
From Label Smoothing to Label Relaxation AAAI 2021
Simpson's Bias in NLP Training AAAI 2021
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract) AAAI 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection IJCNLP 2021
Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence NIPS 2021
On the interplay between data structure and loss function in classification problems NIPS 2021
Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021
Multi-Loss Weighting With Coefficient of Variations WACV 2021
Generic Perceptual Loss for Modeling Structured Output Dependencies CVPR 2021
Shape From Semantic Segmentation via the Geometric Renyi Divergence WACV 2021
Enhanced Regularizers for Attributional Robustness AAAI 2021
Understanding Decoupled and Early Weight Decay AAAI 2021
Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints AAAI 2021
A Cognitive Regularizer for Language Modeling ACL 2021
Mutual Supervision for Dense Object Detection ICCV 2021