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Loss Functions

1162 directly classified papers

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Papers

Improving Robustness to Model Inversion Attacks via Mutual Information Regularization AAAI 2021
Calibration and Consistency of Adversarial Surrogate Losses NIPS 2021
Searching Parameterized AP Loss for Object Detection NIPS 2021
$\alpha$-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression NIPS 2021
GAN Vocoder: Multi-Resolution Discriminator Is All You Need INTERSPEECH 2021
Layer-Wise Searching for 1-Bit Detectors CVPR 2021
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation NIPS 2021
Towards Learning Spatially Discriminative Feature Representations ICCV 2021
The Spatially-Correlative Loss for Various Image Translation Tasks CVPR 2021
Smoothing and Shrinking the Sparse Seq2Seq Search Space NAACL 2021
The Earth Mover’s Pinball Loss: Quantiles for Histogram-Valued Regression ICML 2021
On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer INTERSPEECH 2021
AutoBalance: Optimized Loss Functions for Imbalanced Data NIPS 2021
Reliable Decisions with Threshold Calibration NIPS 2021
VarifocalNet: An IoU-Aware Dense Object Detector CVPR 2021
MTAdam: Automatic Balancing of Multiple Training Loss Terms EMNLP 2021
Language Resource Efficient Learning for Captioning EMNLP 2021
Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation EMNLP 2021
Misclassification Risk and Uncertainty Quantification in Deep Classifiers WACV 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries EMNLP 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021
Low-Delay Speech Enhancement Using Perceptually Motivated Target and Loss INTERSPEECH 2021
Exploiting Spatial Relation for Reducing Distortion in Style Transfer WACV 2021
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation ICML 2021
ASR Posterior-Based Loss for Multi-Task End-to-End Speech Translation INTERSPEECH 2021