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

Mitigating Neural Network Overconfidence with Logit Normalization ICML 2022
Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition INTERSPEECH 2022
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks AAAI 2022
Ranking-Constrained Learning with Rationales for Text Classification ACL 2022
Multi-Granularity Optimization for Non-Autoregressive Translation EMNLP 2022
NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022
Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NIPS 2022
Test Time Adaptation via Conjugate Pseudo-labels NIPS 2022
Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment CVPR 2022
Finding Badly Drawn Bunnies CVPR 2022
Long-Tailed Recognition via Weight Balancing CVPR 2022
Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022
Imbalance Trouble: Revisiting Neural-Collapse Geometry NIPS 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm NAACL 2022
UoR-NCL at SemEval-2022 Task 6: Using ensemble loss with BERT for intended sarcasm detection NAACL 2022
Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021
Data and Parameter Scaling Laws for Neural Machine Translation EMNLP 2021
Consistent-Separable Feature Representation for Semantic Segmentation AAAI 2021
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning NIPS 2021
Class Anchor Clustering: A Loss for Distance-Based Open Set Recognition WACV 2021
From Label Smoothing to Label Relaxation AAAI 2021
Contrastive Learning for Label Efficient Semantic Segmentation ICCV 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021