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Papers
None Class Ranking Loss for Document-Level Relation Extraction
IJCAI 2022
Normalizing Mutual Information for Robust Adaptive Training for Translation
EMNLP 2022
Novel Ensemble Diversification Methods for Open-Set Scenarios
WACV 2022
On the benefits of maximum likelihood estimation for Regression and Forecasting
ICLR 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
NeurIPS 2022
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation
NeurIPS 2022
Polygon-to-Polygon Distance Loss for Rotated Object Detection
AAAI 2022
reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets
SemEval 2022
RelaxLoss: Defending Membership Inference Attacks without Losing Utility
ICLR 2022
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough
AAAI 2022
Revisiting Over-Smoothness in Text to Speech
ACL 2022
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression
AAAI 2022
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
AAAI 2022
Spectral risk-based learning using unbounded losses
AISTATS 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification
ICML 2022
Structured Energy Network As a Loss
NeurIPS 2022
Training a Task-Specific Image Reconstruction Loss
WACV 2022
Training Quantised Neural Networks With STE Variants: The Additive Noise Annealing Algorithm
CVPR 2022
Understanding the unstable convergence of gradient descent
ICML 2022
What to Learn, and How: Toward Effective Learning from Rationales
ACL 2022
α-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression
NeurIPS 2021
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation
AAAI 2021
Addressing Class Imbalance in Federated Learning
AAAI 2021
A Generalized Loss Function for Crowd Counting and Localization
CVPR 2021
A Robust Loss for Point Cloud Registration
ICCV 2021