conftrace_

loss function

462 papers

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neural network (6616) deep neural network (1803) object detection (2762) neural network optimization (1293) class imbalance (555) convolutional neural network (4226) semantic segmentation (3186) multi-label classification (1009) deep learning (2118) gradient descent (1144)

Papers

Crowd Counting in the Frequency Domain CVPR 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022
A Simple Guard for Learned Optimizers ICML 2022
Loss Function Learning for Domain Generalization by Implicit Gradient ICML 2022
Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function AISTATS 2022
Novel Ensemble Diversification Methods for Open-Set Scenarios WACV 2022
Structured Energy Network As a Loss NIPS 2022
Is $L^2$ Physics Informed Loss Always Suitable for Training Physics Informed Neural Network? NIPS 2022
Improving Speech Enhancement through Fine-Grained Speech Characteristics INTERSPEECH 2022
In Defense of the Unitary Scalarization for Deep Multi-Task Learning NIPS 2022
None Class Ranking Loss for Document-Level Relation Extraction IJCAI 2022
A Simple Log-based Loss Function for Ordinal Text Classification COLING 2022
Being Properly Improper ICML 2022
Deep Learning in Target Space JMLR 2022
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification NIPS 2022
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration IJCAI 2022
Learning from human perception to improve automatic speaker verification in style-mismatched conditions INTERSPEECH 2022
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses NIPS 2022
DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022
AnchorFace: Boosting TAR@FAR for Practical Face Recognition AAAI 2022
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough AAAI 2022
Learning Interface Conditions in Domain Decomposition Solvers NIPS 2022
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022