cross-entropy loss

Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms AISTATS 2022 Building Robust Ensembles via Margin Boosting ICML 2022 Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022 Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022 Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation CVPR 2022 Compositional Training for End-to-End Deep AUC Maximization ICLR 2022 D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022 Differentiable Top-k Classification Learning ICML 2022 Discriminative Adversarial Learning for Speaker Independent Emotion Recognition Interspeech 2022 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 Federated Learning with Label Distribution Skew via Logits Calibration ICML 2022 Finding Badly Drawn Bunnies CVPR 2022 Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022 Imbalance Trouble: Revisiting Neural-Collapse Geometry NeurIPS 2022 Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition Interspeech 2022 Is Importance Weighting Incompatible with Interpolating Classifiers? ICLR 2022 Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach WACV 2022 Long-Tailed Recognition via Weight Balancing CVPR 2022 Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment CVPR 2022 Mitigating Neural Network Overconfidence with Logit Normalization ICML 2022 Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data Interspeech 2022 Multi-Granularity Optimization for Non-Autoregressive Translation EMNLP 2022 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path ICLR 2022 NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022