Loss Functions

On Model Calibration for Long-Tailed Object Detection and Instance Segmentation NeurIPS 2021 On the interplay between data structure and loss function in classification problems NeurIPS 2021 On UMAP's True Loss Function NeurIPS 2021 Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation ICML 2021 Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation AAAI 2021 Orthogonal Projection Loss ICCV 2021 PML: Progressive Margin Loss for Long-Tailed Age Classification CVPR 2021 Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals NAACL 2021 Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021 ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks CVPR 2021 Rank & Sort Loss for Object Detection and Instance Segmentation ICCV 2021 Regularization Strategy for Point Cloud via Rigidly Mixed Sample CVPR 2021 Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards ACL 2021 Relaxing the Conditional Independence Assumption of CTC-Based ASR by Conditioning on Intermediate Predictions Interspeech 2021 Reliable Decisions with Threshold Calibration NeurIPS 2021 Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization NeurIPS 2021 Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence NeurIPS 2021 Rethinking Transformer-Based Set Prediction for Object Detection ICCV 2021 Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NeurIPS 2021 RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation ACL 2021 Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021 SALAD: Self-Assessment Learning for Action Detection WACV 2021 SCNet: Training Inference Sample Consistency for Instance Segmentation AAAI 2021 Searching for Robustness: Loss Learning for Noisy Classification Tasks ICCV 2021 Searching Parameterized AP Loss for Object Detection NeurIPS 2021