Loss Functions

Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction ACL 2022 Agnostic Learnability of Halfspaces via Logistic Loss ICML 2022 Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022 Air tissue boundary segmentation using regional loss in real-time Magnetic Resonance Imaging video for speech production Interspeech 2022 An Investigation into Whitening Loss for Self-supervised Learning NeurIPS 2022 Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 A Reparametrization-Invariant Sharpness Measure Based on Information Geometry NeurIPS 2022 A Simple Log-based Loss Function for Ordinal Text Classification COLING 2022 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration CVPR 2022 A study on constraining Connectionist Temporal Classification for temporal audio alignment Interspeech 2022 A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification ACL 2022 Audio Anti-spoofing Using Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning Interspeech 2022 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective NeurIPS 2022 AutoLoss-GMS: Searching Generalized Margin-Based Softmax Loss Function for Person Re-Identification CVPR 2022 AutoLoss-Zero: Searching Loss Functions From Scratch for Generic Tasks CVPR 2022 Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property ICLR 2022 Balanced MSE for Imbalanced Visual Regression CVPR 2022 Being Properly Improper ICML 2022 BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog NAACL 2022 Boundary Smoothing for Named Entity Recognition ACL 2022 Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers NeurIPS 2022 BRIO: Bringing Order to Abstractive Summarization ACL 2022 Building Robust Ensembles via Margin Boosting ICML 2022 C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection CVPR 2022 C2SLR: Consistency-Enhanced Continuous Sign Language Recognition CVPR 2022