Loss Functions

Boundary loss for highly unbalanced segmentation MIDL 2019 Bounding Box Regression With Uncertainty for Accurate Object Detection CVPR 2019 Calibrating DNN Posterior Probability Estimates of HMM/DNN Models to Improve Social Signal Detection from Audio Data Interspeech 2019 CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019 CFSNet: Toward a Controllable Feature Space for Image Restoration ICCV 2019 Class-Balanced Loss Based on Effective Number of Samples CVPR 2019 Classification with Label Distribution Learning IJCAI 2019 Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019 Complement Objective Training ICLR 2019 Conservative Wasserstein Training for Pose Estimation ICCV 2019 Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019 COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019 Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL 2019 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019 Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019 Deep Single Image Camera Calibration With Radial Distortion CVPR 2019 Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function Interspeech 2019 Describing Like Humans: On Diversity in Image Captioning CVPR 2019 Diagnosing and Enhancing VAE Models ICLR 2019 Differentiated Distribution Recovery for Neural Text Generation AAAI 2019 Dropout as a Structured Shrinkage Prior ICML 2019 DTeam @ VarDial 2019: Ensemble based on skip-gram and triplet loss neural networks for Moldavian vs. Romanian cross-dialect topic identification NAACL 2019 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification Interspeech 2019