conftrace_

loss function

462 papers

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Co-occurring keywords

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

SuperLoss: A Generic Loss for Robust Curriculum Learning NIPS 2020
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives MIDL 2020
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection NIPS 2020
Customizing ML Predictions for Online Algorithms ICML 2020
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs AAAI 2020
Confidence-Aware Learning for Deep Neural Networks ICML 2020
Loss Function Search for Face Recognition ICML 2020
On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems INTERSPEECH 2020
Speech Emotion Recognition with Discriminative Feature Learning INTERSPEECH 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay NIPS 2020
A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model NIPS 2020
Robust Deep Ordinal Regression under Label Noise ACML 2020
Learning by Minimizing the Sum of Ranked Range NIPS 2020
Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes JMLR 2020
Learning with Fenchel-Young losses JMLR 2020
Locating Objects Without Bounding Boxes CVPR 2019
Robust Learning from Noisy Side-information by Semidefinite Programming IJCAI 2019
Rethinking Loss Design for Large-scale 3D Shape Retrieval IJCAI 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators ICML 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019
Multi-Observation Regression AISTATS 2019
Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression CVPR 2019
Libra R-CNN: Towards Balanced Learning for Object Detection CVPR 2019
RegularFace: Deep Face Recognition via Exclusive Regularization CVPR 2019