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

Gradient-Guided Multi-Judge Prompt Optimization ACL 2026
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation CVPR 2025
CUET-NLP_Zenith at BLP-2025 Task 1: A Multi-Task Ensemble Approach for Detecting Hate Speech in Bengali YouTube Comments IJCNLP 2025
CMU’s IWSLT 2025 Simultaneous Speech Translation System ACL 2025
Training Deep Neural Networks with Virtual Smoothing Classes AAAI 2025
Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025
Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning EMNLP 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ACL 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning AAAI 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
Enhancing Numerical Prediction of MLLMs with Soft Labeling ICCV 2025
MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025
A Two-Head Loss Function for Deep Average-K Classification WACV 2025
Hierarchical Classification Auxiliary Network for Time Series Forecasting AAAI 2025
BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses ACL 2025
Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025
Puer at SemEval-2024 Task 2: A BioLinkBERT Approach to Biomedical Natural Language Inference NAACL 2024
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data JMLR 2024
Decoupled Kullback-Leibler Divergence Loss NIPS 2024
Small Objects Matters in Weakly-Supervised Semantic Segmentation WACV 2024
Typicalness-Aware Learning for Failure Detection NIPS 2024
How to Evaluate Behavioral Models AAAI 2024
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors AISTATS 2024