conftrace_

cross entropy

48 papers

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Also known as

CE

Co-occurring keywords

cross entropy loss (26) loss function (462) deep neural network (1803) label noise (498) robust loss function (11) noisy label (321) multi-class classification (280) label smoothing (108) parallel corpus filtering (31) non-autoregressive translation (102)

Papers

ProFuser: Progressive Fusion of Large Language Models AAAI 2026
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning AAAI 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text SEMEVAL 2024
Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024
Soft metrics for evaluation with disagreements: an assessment COLING 2024
Label Confidence Weighted Learning for Target-level Sentence Simplification EMNLP 2024
OOD Aware Supervised Contrastive Learning WACV 2024
A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024
Model Calibration in Dense Classification with Adaptive Label Perturbation ICCV 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective CVPR 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
Don’t blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy NIPS 2023
Unifying Distribution Alignment as a Loss for Imbalanced Semi-Supervised Learning WACV 2023
The Tree Loss: Improving Generalization with Many Classes AISTATS 2022
A Probabilistic Graph Coupling View of Dimension Reduction NIPS 2022
Are All Losses Created Equal: A Neural Collapse Perspective NIPS 2022
ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation COLING 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
Improved Meta-Learning Training for Speaker Verification INTERSPEECH 2021
Learning with Instance Bundles for Reading Comprehension EMNLP 2021
Label Inference Attacks from Log-loss Scores ICML 2021
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels NIPS 2021
Learning from Noisy Labels with Complementary Loss Functions AAAI 2021