conftrace_

cross-entropy loss

151 papers

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Co-occurring keywords

loss function (462) representation learning (6206) deep neural network (1803) deep learning (2118) text classification (6793) semantic segmentation (3186) neural network (6616) convolutional neural network (4226) class imbalance (555) model calibration (232)

Papers

The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020
Human Consensus-Oriented Image Captioning IJCAI 2020
Deep F-Measure Maximization for End-to-End Speech Understanding INTERSPEECH 2020
On Parameter Adaptation in Softmax-Based Cross-Entropy Loss for Improved Convergence Speed and Accuracy in DNN-Based Speaker Recognition INTERSPEECH 2020
Calibrating Deep Neural Networks using Focal Loss NIPS 2020
Soft Labels for Ordinal Regression CVPR 2019
Improving Adversarial Robustness via Guided Complement Entropy ICCV 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Describing Like Humans: On Diversity in Image Captioning CVPR 2019
Gradient Harmonized Single-Stage Detector AAAI 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss AAAI 2019
Depth Coefficients for Depth Completion CVPR 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification IJCNLP 2019
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
Learning Globally Optimized Object Detector via Policy Gradient CVPR 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018
Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks SEMEVAL 2018
Content Explorer: Recommending Novel Entities for a Document Writer EMNLP 2018
Acoustic Modeling with DFSMN-CTC and Joint CTC-CE Learning INTERSPEECH 2018
Unimodal Probability Distributions for Deep Ordinal Classification ICML 2017
Large-Margin Softmax Loss for Convolutional Neural Networks ICML 2016