Loss Functions

On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022 On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity NeurIPS 2022 Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022 Relational Surrogate Loss Learning ICLR 2022 Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough AAAI 2022 Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection CVPR 2022 Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022 W-CTC: a Connectionist Temporal Classification Loss with Wild Cards ICLR 2022 α-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression NeurIPS 2021 A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization AAAI 2021 An Alternative Probabilistic Interpretation of the Huber Loss CVPR 2021 A Sliced Wasserstein Loss for Neural Texture Synthesis CVPR 2021 BERTTune: Fine-Tuning Neural Machine Translation with BERTScore ACL 2021 Bounds all around: training energy-based models with bidirectional bounds NeurIPS 2021 Depth Completion With Twin Surface Extrapolation at Occlusion Boundaries CVPR 2021 EVALUATION OF NEURAL ARCHITECTURES TRAINED WITH SQUARE LOSS VS CROSS-ENTROPY IN CLASSIFICATION TASKS ICLR 2021 From Label Smoothing to Label Relaxation AAAI 2021 Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021 Generic Perceptual Loss for Modeling Structured Output Dependencies CVPR 2021 Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints AAAI 2021 Learning from Noisy Labels with Complementary Loss Functions AAAI 2021 Learning Modulated Loss for Rotated Object Detection AAAI 2021 Log-Likelihood-Ratio Cost Function as Objective Loss for Speaker Verification Systems Interspeech 2021 Metadata Normalization CVPR 2021 Searching Parameterized AP Loss for Object Detection NeurIPS 2021